This table lists the benchmark results for the low-res two-view scenario. This benchmark evaluates the Middlebury stereo metrics (for all metrics, smaller is better):

The mask determines whether the metric is evaluated for all pixels with ground truth, or only for pixels which are visible in both images (non-occluded).
The coverage selector allows to limit the table to results for all pixels (dense), or a given minimum fraction of pixels.

Methods with suffix _ROB may participate in the Robust Vision Challenge.

Click one or more dataset result cells or column headers to show visualizations. Most visualizations are only available for training datasets. The visualizations may not work with mobile browsers.




Method Infoalllakes. 1llakes. 1ssand box 1lsand box 1sstora. room 1lstora. room 1sstora. room 2lstora. room 2sstora. room 2 1lstora. room 2 1sstora. room 2 2lstora. room 2 2sstora. room 3lstora. room 3stunnel 1ltunnel 1stunnel 2ltunnel 2stunnel 3ltunnel 3s
sorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
Utwo views3.84
21
0.81
1
6.63
46
4.40
41
11.89
402
11.98
211
0.20
6
8.42
9
5.78
13
1.97
1
2.73
2
0.77
1
1.59
9
2.60
1
0.98
1
0.04
26
0.04
51
10.46
419
5.41
408
0.05
2
0.14
13
IGEV-Stereo++two views2.55
2
0.93
2
4.65
10
4.40
41
3.52
219
3.33
10
0.10
2
8.77
14
4.60
3
2.63
4
4.41
8
2.00
7
4.67
79
3.47
3
0.98
1
0.02
7
0.78
259
0.09
178
0.00
1
0.06
8
1.65
224
CAStwo views5.44
62
0.98
3
3.95
7
17.59
399
7.74
362
7.82
162
6.09
234
9.89
23
9.40
79
4.82
31
10.69
72
1.93
5
1.22
4
4.54
5
2.47
25
10.98
420
0.02
30
0.00
1
0.02
89
0.53
200
8.19
401
Pointernettwo views3.56
14
0.99
4
6.55
43
3.79
12
0.85
43
5.19
69
0.36
8
17.55
144
7.32
37
4.50
24
6.92
31
4.82
38
2.69
27
5.26
8
2.99
57
0.04
26
0.53
222
0.00
1
0.35
273
0.05
2
0.42
58
s12784htwo views6.22
104
1.01
5
4.95
14
3.57
9
0.54
21
19.55
319
0.95
23
19.51
172
18.39
174
12.98
118
12.58
90
7.78
77
5.56
101
11.34
104
4.36
115
0.89
304
0.01
10
0.05
138
0.00
1
0.07
13
0.20
21
IGEV-Stereo+two views3.03
4
1.10
6
5.14
17
3.52
8
4.87
269
2.53
5
0.68
16
4.40
1
3.11
1
2.20
2
0.71
1
0.79
2
3.45
35
8.89
48
1.25
3
0.08
89
0.70
248
0.00
1
0.40
298
5.72
384
11.13
421
trnettwo views3.79
19
1.10
6
3.76
3
2.70
3
0.63
25
5.60
92
0.41
10
10.89
38
14.11
127
7.11
52
10.55
71
5.73
51
3.75
42
6.25
18
2.89
56
0.04
26
0.02
30
0.03
117
0.01
65
0.06
8
0.07
3
PMTNettwo views5.52
64
1.11
8
4.24
8
2.49
1
1.38
88
8.75
171
0.67
15
12.64
58
12.84
108
8.66
66
11.27
78
6.00
54
4.70
81
9.91
74
3.02
58
22.39
435
0.01
10
0.04
130
0.02
89
0.06
8
0.23
22
Selective-RAFTtwo views6.10
99
1.16
9
10.90
211
7.41
238
0.91
50
15.22
258
1.11
30
14.84
97
16.23
150
7.19
56
7.06
34
11.49
122
8.10
156
12.83
175
5.19
142
0.26
185
0.97
287
0.00
1
0.46
304
0.10
19
0.65
96
MC-Stereotwo views4.47
46
1.16
9
5.85
23
6.14
147
1.43
90
3.70
16
1.73
81
10.62
32
7.83
52
6.85
49
13.33
96
6.77
63
6.21
118
11.23
98
2.52
28
0.04
26
1.30
337
0.06
147
0.24
233
0.17
48
2.14
297
CREStereo++_RVCtwo views4.83
52
1.16
9
4.67
11
4.71
53
2.02
144
4.01
18
0.11
3
9.48
19
18.00
170
8.87
70
16.74
124
4.43
30
2.15
21
6.09
17
3.39
72
0.07
85
0.00
1
0.00
1
10.51
426
0.05
2
0.12
12
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023
RAFT-Stereo-weighttwo views5.42
61
1.21
12
6.22
29
4.69
51
1.28
83
6.18
119
1.58
57
18.42
157
18.47
179
11.35
93
10.27
65
11.93
135
1.65
13
9.59
68
3.83
88
0.10
108
0.60
239
0.00
1
0.00
1
0.16
45
0.89
126
DCANet-4two views6.78
126
1.21
12
11.48
225
3.95
15
0.76
32
4.73
38
1.68
71
18.40
156
25.78
259
15.44
161
20.36
162
6.42
59
8.48
165
8.87
47
6.24
176
0.18
152
0.05
60
0.01
81
0.00
1
0.10
19
1.37
184
tttwo views89.84
471
1.21
12
99.99
480
99.29
478
100.00
481
100.00
480
100.00
480
100.00
481
99.99
479
78.46
460
68.51
447
99.99
482
100.00
479
100.00
482
100.00
482
95.27
473
99.93
479
87.33
469
86.20
470
94.13
476
86.50
470
CREStereotwo views3.75
18
1.21
12
3.79
4
2.66
2
0.66
26
5.52
81
0.39
9
10.77
37
14.18
128
7.14
53
10.54
70
5.25
43
3.54
39
6.27
19
2.88
55
0.04
26
0.01
10
0.03
117
0.01
65
0.05
2
0.05
1
Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022
RSMtwo views3.39
8
1.22
16
5.46
19
5.06
74
1.60
115
4.70
37
1.76
86
10.72
36
4.92
6
3.67
14
4.52
9
7.70
75
1.74
16
11.04
88
2.06
10
0.05
46
0.18
135
0.00
1
0.35
273
0.19
56
0.92
129
UniTT-Stereotwo views3.10
5
1.22
16
7.79
79
4.50
46
2.51
168
2.59
6
0.42
11
5.88
2
5.74
12
5.46
45
7.76
38
1.12
3
1.46
8
9.06
53
5.42
149
0.06
70
0.07
96
0.00
1
0.01
65
0.60
226
0.26
25
CFNet-RSSMtwo views5.78
73
1.24
18
9.20
134
4.82
58
1.23
76
6.33
123
1.21
34
17.35
139
18.14
172
13.35
125
11.17
77
11.69
126
5.43
92
9.71
71
3.34
69
0.03
18
0.20
139
0.00
1
0.36
277
0.37
143
0.42
58
LoStwo views3.83
20
1.25
19
4.39
9
3.29
5
0.58
22
4.87
47
1.15
31
11.00
39
13.34
116
5.02
34
10.69
72
4.14
24
3.78
43
9.15
57
3.20
64
0.08
89
0.03
43
0.09
178
0.00
1
0.13
36
0.35
34
Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching.
RCA-Stereotwo views5.58
65
1.26
20
6.71
48
4.85
59
0.80
40
5.51
80
3.97
177
17.56
145
19.40
191
8.45
64
14.11
101
8.73
90
8.70
169
6.88
23
2.77
50
0.05
46
0.98
289
0.11
206
0.00
1
0.14
38
0.61
92
test_3two views5.97
92
1.26
20
9.95
164
6.84
204
1.45
92
8.73
170
3.18
152
14.26
84
19.86
193
12.22
98
8.91
44
13.78
171
3.99
49
9.38
63
2.58
31
0.01
2
1.10
306
0.00
1
0.37
282
0.30
108
1.20
168
CASnettwo views4.11
34
1.27
22
5.28
18
5.63
108
0.31
2
4.89
49
2.86
142
11.52
51
11.73
100
11.06
90
11.80
82
4.16
25
1.63
11
6.30
20
2.22
12
0.63
271
0.00
1
0.60
314
0.13
170
0.15
41
0.07
3
Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861)
GMM-Stereotwo views8.44
189
1.27
22
7.36
68
6.64
187
2.56
174
10.00
178
9.29
302
23.79
226
11.33
94
17.96
225
29.59
267
17.14
220
7.59
146
11.77
123
4.61
124
0.13
129
0.01
10
0.24
268
0.94
345
0.49
195
6.14
378
EGLCR-Stereotwo views3.41
9
1.28
24
6.47
39
4.22
34
1.36
86
5.18
68
1.24
35
11.58
52
5.47
9
3.80
17
3.40
3
8.10
82
1.69
15
9.53
67
2.23
13
0.09
99
0.89
279
0.01
81
0.00
1
0.24
72
1.42
198
RSM++two views3.35
7
1.29
25
5.82
22
5.16
81
1.00
61
4.93
57
2.54
126
10.70
35
5.17
7
3.45
10
4.81
13
6.63
61
1.86
18
10.23
77
2.06
10
0.05
46
0.06
85
0.01
81
0.18
212
0.19
56
0.95
139
test-3two views5.64
67
1.29
25
9.52
148
4.88
61
1.45
92
6.53
134
2.92
144
13.64
75
19.04
187
12.75
112
8.67
42
13.01
158
4.10
52
9.39
64
2.58
31
0.01
2
1.09
304
0.00
1
0.37
282
0.28
100
1.25
175
test_1two views5.63
66
1.29
25
9.52
148
4.90
67
1.45
92
6.51
133
2.93
146
13.65
77
19.05
188
12.58
102
8.67
42
13.02
159
4.07
51
9.39
64
2.58
31
0.01
2
1.09
304
0.00
1
0.38
292
0.28
100
1.26
176
Selective-IGEVtwo views3.46
10
1.32
28
5.92
25
4.55
47
2.27
158
4.65
31
2.07
106
11.50
50
5.81
14
3.19
8
4.75
12
5.46
49
1.77
17
11.24
99
2.37
22
0.05
46
0.82
266
0.00
1
0.20
220
0.10
19
1.17
165
CEStwo views4.08
31
1.34
29
3.46
1
3.65
10
11.49
399
5.24
71
0.99
26
10.15
25
9.15
76
3.80
17
9.29
51
1.76
4
0.91
3
6.94
24
2.64
40
0.07
85
0.05
60
0.01
81
0.00
1
1.63
316
9.03
407
GLC_STEREOtwo views3.61
15
1.35
30
3.91
5
6.86
205
0.23
1
4.69
35
1.61
59
9.80
21
7.20
35
5.64
46
9.11
47
5.19
40
2.02
20
10.25
78
3.70
82
0.07
85
0.04
51
0.22
263
0.00
1
0.24
72
0.17
19
GrayStereotwo views9.02
208
1.35
30
7.73
77
8.62
285
2.88
189
10.28
185
10.99
330
18.66
160
16.36
157
22.78
308
30.63
280
17.56
233
12.19
229
11.50
114
5.08
136
0.09
99
0.02
30
0.19
248
0.78
340
0.33
117
2.37
309
Gwc-CoAtRStwo views5.80
75
1.37
32
9.07
119
4.80
57
1.39
89
6.90
144
1.27
36
16.50
121
15.48
140
13.07
119
13.35
97
12.64
143
5.61
102
9.14
56
4.20
103
0.04
26
0.32
170
0.00
1
0.29
253
0.30
108
0.33
30
KYRafttwo views9.17
214
1.39
33
7.74
78
7.07
220
1.03
62
8.05
167
7.90
280
23.72
224
9.22
77
21.43
291
31.08
287
22.52
284
8.03
154
12.21
144
3.16
63
0.10
108
0.02
30
0.05
138
0.67
333
0.46
182
17.51
431
FENettwo views8.22
183
1.39
33
7.33
66
6.43
170
2.17
154
10.97
197
2.20
111
22.10
205
21.26
202
17.85
222
23.22
204
14.29
174
11.50
213
13.56
206
8.32
212
0.29
196
0.24
153
0.03
117
0.03
98
0.18
52
1.04
150
test_4two views5.75
71
1.40
35
6.47
39
7.20
231
0.89
48
5.81
104
1.82
90
12.26
55
6.62
31
12.85
114
30.51
278
7.61
73
3.81
44
12.70
170
3.47
74
0.02
7
0.27
158
0.03
117
0.17
200
0.39
154
0.67
99
LCNettwo views7.64
163
1.41
36
6.15
27
6.93
211
1.35
85
9.00
172
5.44
214
18.37
154
11.30
93
16.62
190
24.39
214
14.67
180
11.03
201
12.03
136
4.01
95
0.07
85
0.02
30
0.23
264
2.07
380
1.00
288
6.69
386
PSM-AADtwo views8.76
198
1.41
36
6.46
38
6.87
206
1.18
71
12.78
220
9.66
309
20.03
179
15.78
142
21.79
296
24.91
216
14.31
175
13.16
244
12.42
159
4.07
99
0.05
46
0.06
85
2.44
378
0.16
194
0.45
177
7.17
393
MoCha-V2two views3.68
16
1.42
38
5.50
20
6.03
143
1.50
106
4.53
28
1.32
39
11.05
42
6.30
27
5.86
47
5.39
18
2.66
10
6.33
119
10.36
79
1.58
4
0.19
161
1.57
371
0.00
1
0.24
233
0.07
13
1.77
234
AEACVtwo views3.74
17
1.42
38
6.45
37
5.61
105
6.24
326
4.69
35
1.54
56
7.61
6
7.19
34
3.59
13
7.87
39
4.20
26
6.43
124
6.07
16
1.96
8
0.03
18
1.03
301
0.04
130
0.54
322
0.23
68
2.12
294
Any-RAFTtwo views6.28
106
1.42
38
4.91
13
5.00
71
1.25
81
10.18
182
1.90
97
22.68
210
15.87
144
12.12
97
19.23
147
13.69
170
4.65
77
9.35
61
2.36
20
0.06
70
0.57
232
0.00
1
0.00
1
0.05
2
0.35
34
cross-rafttwo views5.70
69
1.44
41
7.08
54
6.69
191
2.11
148
5.89
105
1.44
45
16.44
119
8.38
61
13.42
129
20.70
168
12.20
139
4.38
62
9.06
53
3.11
60
0.03
18
0.38
185
0.00
1
0.22
222
0.24
72
0.84
119
RAFT-Testtwo views6.19
103
1.47
42
7.90
84
4.91
68
2.70
178
9.97
177
1.52
54
17.08
134
9.06
75
13.21
122
23.67
207
12.89
155
4.63
75
9.47
66
3.57
78
0.02
7
0.81
263
0.00
1
0.38
292
0.21
61
0.39
50
RAStereotwo views2.53
1
1.48
43
7.27
60
4.18
31
1.48
101
1.78
3
0.13
4
8.50
10
8.15
57
2.40
3
4.11
7
3.37
14
0.81
2
3.73
4
2.75
44
0.05
46
0.00
1
0.00
1
0.00
1
0.35
128
0.14
13
RAFT-345two views6.94
134
1.48
43
7.45
69
5.65
110
0.96
59
5.49
79
3.20
153
13.73
79
10.97
92
13.81
137
42.93
387
9.01
95
5.31
91
13.09
189
4.73
127
0.58
261
0.05
60
0.10
186
0.06
133
0.08
16
0.08
5
Prome-Stereotwo views8.22
183
1.48
43
6.24
30
7.06
218
1.55
110
6.54
135
9.08
295
21.88
202
9.88
83
21.12
286
32.48
311
11.82
131
11.59
215
11.99
134
4.04
97
0.08
89
0.02
30
0.19
248
0.12
166
0.45
177
6.89
390
AIO-Stereopermissivetwo views3.32
6
1.49
46
5.67
21
5.06
74
1.51
107
4.67
34
1.71
80
10.31
27
5.90
23
3.02
7
4.90
15
5.32
46
0.80
1
10.66
81
1.88
6
0.06
70
0.85
273
0.00
1
0.70
336
0.14
38
1.78
235
TANstereotwo views4.87
53
1.49
46
5.02
15
4.02
18
0.51
18
14.25
243
0.15
5
9.17
18
12.84
108
12.80
113
18.36
140
5.14
39
4.43
63
6.01
14
2.30
14
0.09
99
0.12
122
0.00
1
0.01
65
0.02
1
0.68
101
Occ-Gtwo views4.14
35
1.50
48
5.89
24
3.82
14
1.88
136
3.75
17
6.51
246
8.68
13
6.38
29
4.81
29
8.44
41
9.56
104
4.31
55
10.00
75
4.16
102
0.05
46
0.84
268
0.00
1
0.19
216
0.23
68
1.71
228
RAFT-RH_RVCtwo views7.88
175
1.51
49
7.72
76
5.41
95
0.96
59
11.41
204
1.48
50
13.43
73
15.04
134
17.54
214
45.66
399
10.86
116
6.42
123
13.48
201
5.26
145
0.81
294
0.04
51
0.12
211
0.13
170
0.12
29
0.17
19
MGS-Stereotwo views3.47
11
1.54
50
7.34
67
3.79
12
0.51
18
4.78
44
1.51
52
6.53
3
9.92
85
4.54
25
10.22
64
5.44
48
1.26
5
8.51
43
2.53
30
0.21
167
0.01
10
0.02
100
0.00
1
0.59
220
0.23
22
riskmintwo views7.28
152
1.54
50
8.37
99
5.01
72
3.24
209
11.65
206
3.20
153
16.61
126
18.86
186
10.45
81
13.46
98
16.20
208
12.68
237
12.46
160
6.57
189
0.17
149
1.38
353
0.14
224
0.33
267
0.67
245
2.52
317
DRafttwo views9.41
215
1.56
52
10.09
169
4.18
31
0.92
51
12.87
221
5.68
219
17.40
141
29.75
289
21.24
288
38.12
360
9.96
107
13.97
264
11.81
125
8.08
206
0.66
276
0.30
167
0.07
164
0.26
244
0.33
117
0.88
124
FTStereotwo views8.76
198
1.57
53
6.75
49
6.55
175
2.45
166
7.65
158
11.62
341
18.36
153
9.01
72
20.25
261
40.79
375
15.87
202
12.36
231
11.02
87
4.69
126
0.24
176
0.01
10
0.09
178
0.16
194
0.19
56
5.58
372
HSM-Net_RVCpermissivetwo views11.37
276
1.57
53
6.32
32
5.99
142
2.67
175
20.99
329
7.19
265
28.50
275
28.64
283
21.03
284
25.84
225
33.64
364
16.37
297
16.83
274
10.76
256
0.21
167
0.08
102
0.02
100
0.00
1
0.16
45
0.55
82
Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019
DisPMtwo views6.68
122
1.58
55
9.90
162
7.19
230
1.12
65
5.71
98
3.69
170
13.74
80
12.42
104
16.60
189
23.63
206
12.64
143
6.39
122
13.31
199
4.08
100
0.77
287
0.01
10
0.08
172
0.15
186
0.14
38
0.53
78
IPLGRtwo views7.48
156
1.61
56
14.03
277
4.92
69
1.30
84
10.30
186
1.20
33
24.52
233
22.59
222
16.71
196
18.84
143
8.44
87
7.49
144
9.62
69
6.34
183
0.26
185
0.05
60
0.05
138
0.06
133
0.37
143
0.93
134
R-Stereo Traintwo views7.33
153
1.62
57
9.31
138
6.80
202
2.33
161
7.57
156
5.36
212
24.47
230
7.63
39
16.40
183
33.07
317
12.42
141
5.52
97
8.06
37
5.23
143
0.05
46
0.05
60
0.01
81
0.00
1
0.12
29
0.56
85
RAFT-Stereopermissivetwo views7.33
153
1.62
57
9.31
138
6.80
202
2.33
161
7.57
156
5.36
212
24.47
230
7.63
39
16.40
183
33.07
317
12.42
141
5.52
97
8.06
37
5.23
143
0.05
46
0.05
60
0.01
81
0.00
1
0.12
29
0.56
85
Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV
H2IRNETtwo views6.11
100
1.63
59
7.52
72
4.69
51
2.30
160
4.07
21
0.71
17
12.58
57
13.88
122
7.18
55
20.80
171
15.50
196
10.48
195
10.72
85
8.26
210
0.19
161
0.00
1
0.07
164
0.52
320
0.52
199
0.55
82
MIF-Stereo (partial)two views4.55
47
1.63
59
8.37
99
5.46
97
5.35
289
3.48
14
0.94
22
9.80
21
8.03
55
4.45
23
15.68
112
5.33
47
5.11
85
11.92
132
4.57
123
0.06
70
0.02
30
0.06
147
0.03
98
0.45
177
0.30
29
ASMatchtwo views7.61
161
1.63
59
9.18
132
5.79
131
2.27
158
4.63
30
2.54
126
17.23
137
13.73
121
17.27
206
34.28
335
13.26
164
10.15
193
12.39
158
5.49
153
0.12
122
0.24
153
0.21
256
0.17
200
0.18
52
1.55
215
PFNet+two views6.92
133
1.64
62
10.96
212
6.27
156
0.90
49
5.66
94
1.68
71
14.43
91
16.02
148
18.13
230
21.24
173
14.33
176
5.97
110
13.13
190
5.51
154
0.90
306
0.20
139
0.11
206
0.30
258
0.08
16
0.94
138
CrosDoStereotwo views9.41
215
1.65
63
8.83
110
5.19
82
1.13
66
7.34
151
14.47
362
16.33
117
24.64
242
24.44
322
33.36
322
13.18
161
13.52
248
12.56
164
9.08
225
0.06
70
0.11
118
0.09
178
0.04
109
0.41
161
1.73
230
DeepStereo_LLtwo views9.41
215
1.65
63
8.83
110
5.19
82
1.13
66
7.34
151
14.47
362
16.33
117
24.64
242
24.44
322
33.36
322
13.18
161
13.52
248
12.56
164
9.08
225
0.06
70
0.11
118
0.09
178
0.04
109
0.41
161
1.73
230
WCG-NET(raft)two views4.87
53
1.67
65
6.84
52
3.49
7
0.31
2
4.96
61
1.95
100
11.08
43
15.49
141
8.82
69
11.46
79
9.50
102
4.96
83
11.32
103
3.26
67
0.09
99
1.41
357
0.00
1
0.03
98
0.23
68
0.54
80
IGEV++two views3.49
12
1.67
65
6.59
44
6.41
166
1.44
91
4.50
27
1.66
70
11.20
44
5.34
8
3.01
6
6.40
30
4.30
29
4.36
57
5.66
10
3.53
77
0.05
46
1.20
321
0.00
1
0.15
186
0.32
113
2.10
292
SST-Stereotwo views6.85
127
1.67
65
9.39
141
7.24
233
0.82
41
5.89
105
1.87
95
15.34
101
9.89
84
19.25
253
20.26
161
16.63
214
8.40
163
13.81
214
5.75
160
0.40
219
0.05
60
0.13
217
0.00
1
0.10
19
0.08
5
DEmStereotwo views9.07
209
1.70
68
10.89
209
4.86
60
1.23
76
11.51
205
5.70
220
14.24
83
27.02
270
22.33
304
32.56
312
11.70
127
15.04
276
11.83
126
8.53
216
0.31
199
0.16
131
0.02
100
0.09
154
0.11
26
1.47
203
EKT-Stereotwo views6.11
100
1.71
69
9.09
121
7.69
251
5.56
300
5.16
66
4.26
184
19.18
164
15.13
136
9.20
74
12.84
92
9.55
103
4.18
53
11.74
121
3.24
66
0.53
250
0.62
241
0.09
178
0.14
179
0.17
48
2.16
299
testlalalatwo views4.28
44
1.72
70
8.36
98
4.01
16
3.59
220
7.88
164
1.70
79
9.98
24
5.56
10
13.20
121
10.02
56
7.06
66
1.91
19
5.98
13
2.36
20
0.03
18
1.26
335
0.00
1
0.41
300
0.06
8
0.52
77
SFCPSMtwo views9.16
213
1.72
70
12.32
251
5.64
109
3.51
218
16.58
288
6.93
259
31.11
308
26.15
262
17.05
204
20.08
158
11.05
119
9.94
188
12.55
163
6.05
166
0.36
210
0.17
134
0.37
295
0.22
222
0.40
158
1.01
145
RAFT_R40two views7.14
147
1.73
72
9.36
140
7.36
237
0.82
41
5.74
100
3.69
170
15.47
104
15.09
135
18.24
233
19.87
156
16.82
215
8.50
166
13.72
212
5.81
163
0.28
193
0.02
30
0.14
224
0.00
1
0.11
26
0.09
7
UGAMtwo views10.51
253
1.74
73
10.16
170
7.06
218
4.44
253
6.56
136
11.34
336
16.06
112
27.83
277
21.09
285
28.18
249
23.47
292
11.21
206
26.86
367
11.33
265
0.05
46
0.49
213
0.46
303
0.36
277
0.44
171
0.97
140
AAGNettwo views8.15
181
1.75
74
10.57
194
7.72
256
0.74
27
5.74
100
4.98
201
15.90
109
14.59
131
20.31
268
23.80
208
15.08
191
11.25
209
12.27
147
16.70
307
0.85
299
0.06
85
0.32
291
0.01
65
0.15
41
0.16
17
PFNettwo views8.10
180
1.75
74
12.34
252
7.54
247
2.40
164
7.41
154
5.81
227
23.83
227
17.85
169
20.78
275
17.57
128
15.22
193
7.72
149
13.37
200
6.46
187
0.33
204
0.20
139
0.12
211
0.19
216
0.32
113
0.77
114
11t1two views6.61
120
1.76
76
9.64
152
5.62
107
2.15
152
13.57
233
2.67
134
15.77
108
8.83
69
13.66
135
11.90
85
12.03
137
9.76
187
12.23
146
8.58
218
0.23
171
1.33
345
0.00
1
0.31
259
0.26
87
1.95
260
test-1two views6.03
97
1.76
76
15.61
304
8.01
269
1.98
141
7.82
162
1.16
32
13.64
75
13.60
120
9.69
77
15.16
110
11.55
124
5.45
94
7.78
33
4.35
114
0.16
143
1.18
315
0.00
1
0.13
170
0.16
45
1.39
190
AE-Stereotwo views5.68
68
1.78
78
9.22
136
9.25
300
2.52
169
10.13
181
2.92
144
13.10
62
14.88
133
4.88
32
13.10
94
10.72
114
4.43
63
9.24
59
3.37
70
0.10
108
1.31
339
0.06
147
0.32
261
0.21
61
2.03
279
RE-Stereotwo views6.97
137
1.79
79
10.18
172
7.14
223
0.77
34
6.14
115
3.39
162
20.72
183
18.43
176
13.41
126
19.33
148
11.78
128
6.09
113
12.66
167
6.22
173
0.58
261
0.05
60
0.21
256
0.22
222
0.12
29
0.10
9
TVStereotwo views6.97
137
1.79
79
10.18
172
7.14
223
0.77
34
6.14
115
3.39
162
20.72
183
18.43
176
13.41
126
19.33
148
11.78
128
6.09
113
12.66
167
6.22
173
0.58
261
0.05
60
0.21
256
0.22
222
0.12
29
0.10
9
NF-Stereotwo views6.96
136
1.80
81
10.17
171
7.16
229
0.79
39
6.15
117
3.26
160
20.74
188
18.45
178
13.42
129
19.33
148
11.67
125
6.05
111
12.71
171
6.17
171
0.57
260
0.06
85
0.21
256
0.23
229
0.12
29
0.09
7
OCTAStereotwo views6.97
137
1.80
81
10.20
174
7.15
228
0.78
37
6.12
114
3.38
161
20.72
183
18.47
179
13.41
126
19.33
148
11.91
133
6.05
111
12.68
169
6.19
172
0.59
265
0.06
85
0.21
256
0.22
222
0.12
29
0.10
9
IRAFT_RVCtwo views8.93
205
1.80
81
10.65
198
7.83
260
1.81
132
6.36
127
10.05
317
26.32
251
27.59
275
17.93
224
19.70
153
17.67
234
9.98
189
13.20
193
6.29
180
0.37
214
0.30
167
0.19
248
0.05
123
0.23
68
0.24
24
MSKI-zero shottwo views5.11
58
1.81
84
6.47
39
6.17
149
1.78
130
6.42
130
1.50
51
13.59
74
8.66
67
10.63
85
11.58
80
13.29
165
2.35
24
12.34
153
3.09
59
0.05
46
1.21
327
0.02
100
0.29
253
0.15
41
0.85
120
anonymousdsp2two views6.47
115
1.81
84
9.73
155
5.25
85
1.23
76
9.35
176
3.96
176
22.51
207
18.39
174
12.87
116
10.19
63
10.17
108
4.46
66
11.77
123
3.83
88
0.06
70
1.00
296
0.31
289
0.18
212
0.25
77
2.06
285
PSM-softLosstwo views6.90
131
1.81
84
10.84
206
7.04
215
0.93
55
5.53
85
1.97
102
23.18
216
9.65
81
14.16
141
22.01
194
12.84
149
5.15
88
13.03
182
7.95
203
0.76
284
0.06
85
0.27
274
0.55
325
0.21
61
0.14
13
KMStereotwo views6.90
131
1.81
84
10.84
206
7.04
215
0.93
55
5.53
85
1.97
102
23.18
216
9.65
81
14.16
141
22.01
194
12.84
149
5.15
88
13.03
182
7.95
203
0.76
284
0.06
85
0.27
274
0.55
325
0.21
61
0.14
13
Pruner-Stereotwo views6.85
127
1.81
84
10.24
177
6.92
210
0.92
51
5.55
91
4.01
178
14.42
90
11.85
102
18.22
232
21.92
189
15.64
199
5.69
106
12.10
141
6.08
168
0.84
298
0.02
30
0.18
242
0.10
161
0.11
26
0.38
48
XX-Stereotwo views6.50
116
1.81
84
10.42
187
12.71
372
7.14
347
3.46
13
0.90
21
16.31
115
6.13
25
9.03
73
28.11
248
13.48
168
2.22
23
11.87
129
2.61
36
0.45
237
0.78
259
0.08
172
0.42
301
1.09
291
0.88
124
gcap-zeroshottwo views5.83
79
1.82
90
11.95
245
5.34
89
1.98
141
11.06
199
1.64
63
11.01
40
7.05
33
15.27
156
9.84
55
18.92
254
5.12
87
9.85
72
2.50
26
0.27
189
0.90
280
0.07
164
0.33
267
0.05
2
1.61
219
HCRNettwo views9.13
212
1.82
90
8.73
105
14.95
387
5.22
286
10.66
196
2.49
124
26.57
255
18.64
184
16.31
180
25.51
222
18.42
246
11.15
205
13.53
203
7.25
194
0.10
108
0.04
51
0.10
186
0.02
89
0.27
96
0.76
112
test_sample1two views8.49
190
1.83
92
10.60
195
5.53
99
2.95
195
15.17
257
4.51
190
20.73
187
11.47
97
14.78
149
22.80
201
19.06
256
13.86
261
12.52
162
10.17
244
0.14
131
1.20
321
0.02
100
0.19
216
0.28
100
1.93
252
test_sample2two views8.68
195
1.84
93
9.64
152
5.53
99
2.43
165
13.92
237
8.00
282
21.09
192
16.82
164
14.92
150
22.73
199
19.44
258
13.75
256
12.99
179
6.85
191
0.15
140
1.15
311
0.07
164
0.20
220
0.35
128
1.78
235
knoymoustwo views6.46
113
1.84
93
5.13
16
4.31
40
1.88
136
6.36
127
5.55
217
15.25
100
14.48
130
13.85
138
21.25
174
12.66
145
6.63
130
13.20
193
5.11
138
0.19
161
0.13
123
0.12
211
0.00
1
0.71
253
0.57
90
BUStwo views9.86
228
1.86
95
9.14
129
7.14
223
4.12
240
19.47
317
2.69
136
34.15
343
23.28
226
18.82
244
21.95
190
14.37
177
11.63
216
14.72
234
12.39
276
0.36
210
0.13
123
0.15
229
0.04
109
0.37
143
0.46
68
BSDual-CNNtwo views10.33
247
1.86
95
9.14
129
7.14
223
4.12
240
15.83
271
8.93
292
34.15
343
23.28
226
18.82
244
21.95
190
22.14
280
13.58
252
14.72
234
9.53
235
0.36
210
0.13
123
0.15
229
0.04
109
0.37
143
0.46
68
psmgtwo views10.36
248
1.86
95
9.14
129
5.58
103
4.12
240
15.74
270
7.65
276
30.05
297
23.28
226
21.80
297
26.26
230
22.14
280
13.58
252
14.72
234
9.53
235
0.36
210
0.13
123
0.17
239
0.04
109
0.44
171
0.67
99
CRE-IMPtwo views5.83
79
1.86
95
11.10
218
6.20
152
0.51
18
6.86
143
1.64
63
12.56
56
9.01
72
13.16
120
16.11
119
10.94
117
6.14
117
12.81
173
6.46
187
0.50
246
0.07
96
0.10
186
0.00
1
0.27
96
0.27
26
DeepStereo_RVCtwo views5.95
91
1.88
99
10.44
191
5.76
130
0.60
23
5.45
77
1.78
88
12.93
60
8.02
54
14.07
140
14.98
107
12.40
140
10.05
190
12.02
135
7.35
195
0.61
269
0.10
114
0.12
211
0.00
1
0.21
61
0.29
28
SMFormertwo views11.03
265
1.90
100
14.85
289
4.89
63
1.48
101
14.92
249
3.21
155
31.03
303
30.74
297
20.28
262
29.37
263
18.33
242
14.54
267
16.56
268
14.46
291
0.41
223
1.20
321
0.28
280
0.24
233
0.45
177
1.47
203
ttatwo views11.03
265
1.90
100
14.85
289
4.89
63
1.48
101
14.92
249
3.21
155
31.03
303
30.73
296
20.28
262
29.37
263
18.33
242
14.54
267
16.56
268
14.46
291
0.41
223
1.20
321
0.28
280
0.24
233
0.39
154
1.60
216
qqq1two views10.51
253
1.90
100
14.85
289
4.89
63
1.48
101
14.92
249
3.21
155
31.03
303
30.74
297
20.28
262
29.37
263
18.33
242
14.54
267
16.56
268
4.42
117
0.41
223
1.20
321
0.00
1
0.14
179
0.39
154
1.60
216
fff1two views10.51
253
1.90
100
14.85
289
4.89
63
1.48
101
14.92
249
3.21
155
31.03
303
30.74
297
20.28
262
29.37
263
18.33
242
14.54
267
16.56
268
4.42
117
0.41
223
1.20
321
0.00
1
0.14
179
0.39
154
1.60
216
UGAM-zerotwo views7.48
156
1.91
104
14.55
285
4.78
55
2.00
143
6.34
125
1.02
28
18.99
162
8.70
68
14.93
151
15.74
113
24.94
307
13.86
261
13.13
190
5.05
135
0.04
26
0.96
285
0.02
100
1.08
356
0.18
52
1.46
201
model_zeroshottwo views5.85
82
1.91
104
10.98
213
6.34
164
2.55
172
10.42
189
2.38
118
17.38
140
9.39
78
14.72
148
10.36
67
11.21
120
2.93
30
8.95
49
3.57
78
0.14
131
1.01
298
0.15
229
0.38
292
0.08
16
2.15
298
NRIStereotwo views5.98
94
1.91
104
9.60
150
6.29
161
0.45
4
6.56
136
2.52
125
15.37
102
11.43
96
12.55
101
15.07
109
11.45
121
6.11
115
12.32
150
6.23
175
0.83
296
0.16
131
0.11
206
0.00
1
0.32
113
0.33
30
hknettwo views10.77
261
1.95
107
11.80
236
7.14
223
3.83
231
15.83
271
8.93
292
34.15
343
22.70
223
18.82
244
21.95
190
23.13
288
17.03
305
16.94
277
9.85
240
0.28
193
0.13
123
0.15
229
0.04
109
0.37
143
0.46
68
WCG-NETtwo views4.66
49
1.97
108
6.29
31
4.20
33
3.10
204
8.44
168
1.34
40
10.21
26
10.23
88
8.58
65
9.53
54
8.37
85
5.23
90
11.46
107
2.62
38
0.08
89
0.34
178
0.00
1
0.00
1
0.24
72
1.03
148
Patchmatch Stereo++two views5.88
86
1.97
108
10.43
189
5.66
112
0.45
4
5.54
88
2.32
116
13.26
66
7.79
45
12.69
105
18.14
132
12.86
151
6.63
130
12.36
155
5.60
156
1.09
324
0.09
104
0.10
186
0.00
1
0.25
77
0.35
34
Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023
PSM-adaLosstwo views5.83
79
1.97
108
10.44
191
5.66
112
0.46
10
5.54
88
1.91
98
13.24
64
7.80
49
12.69
105
18.19
138
12.80
147
6.65
138
11.89
130
5.45
152
1.02
318
0.09
104
0.10
186
0.00
1
0.26
87
0.36
40
ROB_FTStereo_v2two views5.85
82
1.97
108
10.38
184
5.66
112
0.46
10
5.52
81
1.95
100
13.24
64
7.78
44
12.68
104
18.16
134
12.83
148
6.61
128
12.27
147
5.63
159
1.00
315
0.09
104
0.10
186
0.00
1
0.26
87
0.36
40
ROB_FTStereotwo views5.82
77
1.97
108
10.37
183
5.67
119
0.46
10
5.52
81
1.63
61
13.27
68
7.79
45
12.69
105
18.06
131
12.86
151
6.63
130
12.28
149
5.43
150
0.87
303
0.09
104
0.10
186
0.00
1
0.26
87
0.36
40
iGMRVCtwo views5.86
85
1.97
108
10.41
186
5.66
112
0.45
4
5.53
85
1.75
85
13.35
72
7.81
50
12.69
105
18.17
136
12.86
151
6.53
125
12.34
153
5.77
161
1.13
330
0.09
104
0.10
186
0.00
1
0.26
87
0.34
33
iRAFTtwo views5.88
86
1.97
108
10.43
189
5.66
112
0.45
4
5.54
88
2.32
116
13.26
66
7.79
45
12.69
105
18.14
132
12.86
151
6.63
130
12.36
155
5.60
156
1.09
324
0.09
104
0.10
186
0.00
1
0.25
77
0.35
34
RAFT-IKPtwo views5.85
82
1.97
108
10.36
181
5.66
112
0.45
4
5.33
76
2.01
104
13.27
68
7.79
45
12.69
105
18.19
138
12.77
146
6.67
139
12.36
155
5.60
156
1.11
327
0.09
104
0.10
186
0.00
1
0.25
77
0.35
34
HUI-Stereotwo views5.80
75
1.98
116
10.42
187
5.66
112
0.45
4
5.52
81
2.68
135
13.29
70
7.82
51
12.71
111
18.16
134
12.91
156
6.60
126
10.73
86
5.36
147
0.89
304
0.08
102
0.10
186
0.00
1
0.25
77
0.36
40
ffftwo views7.26
148
1.99
117
9.12
124
4.17
27
0.47
13
4.73
38
1.68
71
16.56
123
33.55
319
15.45
162
20.36
162
7.49
70
12.54
232
9.03
50
6.26
177
0.18
152
0.05
60
0.01
81
0.00
1
0.10
19
1.37
184
csctwo views7.26
148
1.99
117
9.12
124
4.17
27
0.47
13
4.73
38
1.68
71
16.56
123
33.55
319
15.45
162
20.36
162
7.49
70
12.54
232
9.03
50
6.26
177
0.18
152
0.05
60
0.01
81
0.00
1
0.10
19
1.37
184
cscssctwo views7.26
148
1.99
117
9.12
124
4.17
27
0.47
13
4.73
38
1.68
71
16.56
123
33.55
319
15.45
162
20.36
162
7.49
70
12.54
232
9.03
50
6.26
177
0.18
152
0.05
60
0.01
81
0.00
1
0.10
19
1.37
184
222two views13.07
307
1.99
117
10.74
201
6.56
176
2.74
179
19.95
322
2.54
126
34.13
342
24.42
240
22.52
306
31.39
291
20.78
267
16.99
304
14.31
220
48.07
439
0.16
143
1.33
345
0.01
81
0.32
261
0.37
143
2.02
276
IPLGtwo views7.65
164
2.00
121
13.81
273
5.86
139
4.35
250
10.97
197
1.43
43
22.52
208
16.50
158
19.78
259
20.62
167
5.28
45
5.49
95
12.58
166
9.70
239
0.13
129
0.06
85
0.03
117
0.07
140
0.41
161
1.38
188
GwcNet-ADLtwo views8.81
200
2.00
121
10.21
175
7.70
254
2.82
185
6.99
145
7.05
262
30.58
301
26.21
264
15.71
170
17.65
129
13.93
172
6.83
140
13.90
215
11.43
266
0.49
244
0.76
258
0.01
81
0.01
65
0.55
208
1.46
201
RAFT+CT+SAtwo views7.76
172
2.01
123
7.56
73
11.32
354
3.31
210
4.60
29
7.19
265
17.21
136
27.40
273
10.43
80
27.34
240
7.63
74
7.83
150
15.46
250
3.51
75
0.03
18
0.39
187
0.18
242
0.46
304
0.33
117
0.93
134
HHNettwo views7.57
159
2.01
123
8.03
87
3.71
11
3.46
216
4.93
57
6.17
236
19.69
174
16.27
152
20.91
281
31.75
298
10.56
112
5.82
108
10.69
84
5.10
137
0.67
277
0.07
96
0.21
256
0.14
179
0.63
232
0.54
80
DCANettwo views6.87
130
2.02
125
9.12
124
4.03
19
0.76
32
4.77
43
1.74
84
16.15
113
25.07
245
15.88
176
20.79
170
7.89
79
11.31
211
9.23
58
6.15
170
0.18
152
0.05
60
0.00
1
0.00
1
0.28
100
2.01
275
GANet-RSSMtwo views10.17
238
2.02
125
8.21
92
7.09
222
5.57
301
13.17
227
7.29
269
27.27
264
19.65
192
15.81
172
28.83
257
26.18
315
16.33
295
14.58
231
9.28
233
0.25
182
0.27
158
0.16
236
0.04
109
0.65
238
0.72
107
CASStwo views8.64
194
2.03
127
8.60
101
8.71
289
1.59
113
15.02
255
2.75
139
23.27
221
18.58
183
16.29
179
22.78
200
13.42
166
13.68
255
13.07
188
7.66
197
1.18
337
0.05
60
0.13
217
0.01
65
0.75
261
3.24
343
Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer.
xxxxtwo views12.60
299
2.03
127
10.79
202
6.18
151
2.86
188
21.84
335
3.02
148
34.55
351
25.46
255
16.39
182
31.58
297
26.87
325
14.75
273
14.00
217
37.45
409
0.21
167
1.36
350
0.01
81
0.32
261
0.35
128
2.07
286
ADStereo(finetuned)two views7.09
143
2.04
129
11.52
228
4.01
16
0.77
34
4.78
44
1.73
81
16.15
113
25.08
246
15.89
177
20.74
169
7.88
78
13.56
251
9.11
55
6.07
167
0.18
152
0.05
60
0.00
1
0.00
1
0.28
100
1.93
252
GMOStereotwo views6.33
107
2.04
129
8.28
94
5.68
120
1.20
72
6.11
109
2.14
107
11.20
44
13.15
111
18.66
236
21.83
183
17.35
226
6.64
134
7.09
27
2.78
51
0.02
7
1.42
358
0.13
217
0.00
1
0.53
200
0.37
44
error versiontwo views6.33
107
2.04
129
8.28
94
5.68
120
1.20
72
6.11
109
2.14
107
11.20
44
13.15
111
18.66
236
21.83
183
17.35
226
6.64
134
7.09
27
2.78
51
0.02
7
1.42
358
0.13
217
0.00
1
0.53
200
0.37
44
test-vtwo views6.33
107
2.04
129
8.28
94
5.68
120
1.20
72
6.11
109
2.14
107
11.20
44
13.15
111
18.66
236
21.83
183
17.35
226
6.64
134
7.09
27
2.78
51
0.02
7
1.42
358
0.13
217
0.00
1
0.53
200
0.37
44
test-2two views6.33
107
2.04
129
8.28
94
5.68
120
1.20
72
6.11
109
2.14
107
11.20
44
13.15
111
18.66
236
21.83
183
17.35
226
6.64
134
7.09
27
2.78
51
0.02
7
1.42
358
0.13
217
0.00
1
0.53
200
0.37
44
testlalala2two views6.22
104
2.05
134
8.67
103
15.89
393
10.72
395
7.88
164
3.50
169
13.65
77
10.50
89
15.90
178
12.54
89
8.50
89
2.47
25
5.89
11
3.87
93
0.06
70
0.63
243
0.00
1
0.50
316
0.54
207
0.61
92
MaDis-Stereotwo views2.96
3
2.05
134
7.26
59
3.35
6
2.54
171
1.78
3
0.28
7
8.41
8
5.58
11
2.77
5
3.62
4
7.05
65
4.60
67
5.95
12
3.33
68
0.01
2
0.05
60
0.00
1
0.00
1
0.19
56
0.39
50
4D-IteraStereotwo views5.47
63
2.05
134
8.66
102
5.34
89
4.93
272
6.11
109
1.79
89
13.74
80
16.35
156
14.53
145
11.10
76
8.22
83
1.59
9
8.73
45
3.37
70
0.00
1
0.49
213
0.09
178
0.02
89
0.25
77
1.98
263
test_5two views8.85
201
2.05
134
9.51
146
11.62
356
4.99
276
6.74
140
5.48
216
18.25
151
23.57
230
16.72
197
29.73
270
15.54
198
10.54
197
16.25
260
4.02
96
0.05
46
0.40
189
0.27
274
0.08
146
0.34
123
0.81
116
MIM_Stereotwo views7.37
155
2.06
138
12.02
246
4.71
53
1.69
123
5.17
67
1.28
37
19.54
173
13.09
110
16.93
199
28.48
253
13.05
160
5.43
92
13.25
196
7.41
196
0.02
7
0.62
241
0.00
1
0.01
65
0.45
177
2.09
291
anonymousatwo views9.61
223
2.06
138
9.20
134
5.24
84
6.67
337
15.03
256
4.18
182
19.08
163
21.43
205
19.03
248
30.96
286
21.49
275
14.23
266
11.12
96
8.61
219
0.08
89
1.24
332
0.29
284
0.69
334
0.18
52
1.48
206
IERtwo views10.32
246
2.06
138
11.88
241
4.95
70
5.34
288
13.34
229
6.11
235
27.47
266
23.59
231
20.37
269
30.03
272
16.50
211
20.42
340
14.24
219
8.81
220
0.16
143
0.03
43
0.18
242
0.10
161
0.27
96
0.56
85
EAI-Stereotwo views5.82
77
2.06
138
9.08
120
6.23
154
2.20
155
6.24
121
6.20
237
20.18
180
6.36
28
10.65
86
15.97
117
6.31
57
3.63
41
12.09
140
4.88
133
0.06
70
0.73
251
0.04
130
1.59
371
0.21
61
1.67
225
raftrobusttwo views5.94
89
2.07
142
6.94
53
7.67
250
6.24
326
4.96
61
1.82
90
17.76
146
14.36
129
12.03
96
11.62
81
7.74
76
9.01
175
11.29
102
3.71
84
0.05
46
0.79
261
0.00
1
0.04
109
0.25
77
0.38
48
PCWNet_CMDtwo views9.97
233
2.08
143
11.61
231
5.36
92
2.92
191
16.39
283
2.94
147
29.76
295
34.38
330
17.83
220
21.86
187
18.91
253
8.27
160
13.01
181
7.73
200
0.23
171
0.46
206
0.79
327
0.25
242
3.46
360
1.12
164
MSMDNettwo views9.96
231
2.08
143
11.66
232
5.39
94
2.92
191
16.50
286
2.89
143
29.73
294
34.55
333
17.86
223
21.91
188
18.86
252
8.36
162
13.06
186
7.74
201
0.24
176
0.47
209
0.66
319
0.24
233
3.07
348
1.04
150
STrans-v2two views8.16
182
2.09
145
9.79
157
5.44
96
1.53
109
11.87
209
9.69
310
19.77
175
13.20
115
14.01
139
25.80
224
17.88
239
12.55
235
13.30
198
4.39
116
0.06
70
0.01
10
0.18
242
0.01
65
0.25
77
1.31
182
test_xeamplepermissivetwo views12.39
291
2.09
145
10.36
181
5.73
126
3.06
202
18.17
308
6.27
239
31.98
320
24.37
239
18.78
243
33.92
331
19.09
257
16.00
292
14.60
232
39.03
417
0.19
161
1.32
341
0.01
81
0.33
267
0.36
137
2.04
281
anonymousdsptwo views3.97
27
2.10
147
6.76
50
4.43
43
1.82
134
4.92
55
1.68
71
14.84
97
5.82
15
5.26
42
5.54
21
4.20
26
4.37
61
11.54
118
2.68
41
0.04
26
0.87
275
0.00
1
0.18
212
0.36
137
1.98
263
Sa-1000two views8.91
204
2.10
147
9.11
122
8.07
271
1.16
69
16.62
289
2.39
119
25.58
240
25.43
254
15.52
166
28.24
250
12.19
138
8.67
167
16.40
263
3.70
82
0.39
216
0.86
274
0.16
236
0.23
229
0.48
187
0.89
126
IGEV-Stereopermissivetwo views3.97
27
2.10
147
6.78
51
4.43
43
1.81
132
4.92
55
1.68
71
14.84
97
5.82
15
5.25
41
5.54
21
4.22
28
4.36
57
11.55
119
2.68
41
0.04
26
0.88
277
0.00
1
0.18
212
0.36
137
1.98
263
Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023
TransformOpticalFlowtwo views7.95
176
2.10
147
9.83
160
6.06
145
1.24
79
6.82
141
7.98
281
18.60
159
14.06
126
14.93
151
28.79
255
18.74
249
11.03
201
12.79
172
4.12
101
0.06
70
0.04
51
0.21
256
0.04
109
0.21
61
1.27
177
DCREtwo views6.73
123
2.11
151
9.19
133
7.76
257
4.90
270
7.81
161
5.86
229
16.46
120
11.38
95
9.61
76
22.55
197
11.84
132
6.35
121
11.09
92
3.63
81
0.04
26
1.19
320
0.06
147
0.37
282
0.15
41
2.23
302
ICVPtwo views10.54
257
2.11
151
7.49
70
9.62
309
3.41
215
13.85
235
6.34
243
26.81
258
23.24
225
16.90
198
31.76
299
27.31
326
12.81
238
12.18
143
12.47
280
1.59
347
0.58
235
0.19
248
0.13
170
0.63
232
1.45
200
Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP)
CoDeXtwo views9.58
221
2.12
153
10.82
205
6.52
174
3.76
226
16.55
287
6.82
255
26.62
256
25.63
258
17.50
212
25.62
223
14.70
182
11.81
223
12.82
174
7.88
202
0.42
229
0.20
139
0.15
229
0.02
89
0.36
137
1.28
178
ff7two views3.92
23
2.12
153
7.30
61
4.22
34
1.47
96
4.90
50
1.65
65
14.40
85
5.82
15
5.08
37
5.59
23
3.45
15
4.61
70
11.48
109
2.76
45
0.04
26
0.98
289
0.00
1
0.17
200
0.35
128
1.98
263
fffftwo views3.92
23
2.12
153
7.30
61
4.22
34
1.47
96
4.90
50
1.65
65
14.40
85
5.82
15
5.08
37
5.59
23
3.45
15
4.61
70
11.48
109
2.76
45
0.04
26
0.98
289
0.00
1
0.17
200
0.35
128
1.98
263
11ttwo views3.92
23
2.12
153
7.30
61
4.22
34
1.47
96
4.90
50
1.65
65
14.40
85
5.82
15
5.08
37
5.59
23
3.45
15
4.61
70
11.48
109
2.76
45
0.04
26
0.98
289
0.00
1
0.17
200
0.35
128
1.98
263
ccc-4two views3.92
23
2.12
153
7.30
61
4.22
34
1.47
96
4.90
50
1.65
65
14.40
85
5.82
15
5.08
37
5.59
23
3.45
15
4.61
70
11.48
109
2.76
45
0.04
26
0.98
289
0.00
1
0.17
200
0.35
128
1.98
263
xtwo views7.70
167
2.12
153
8.93
115
5.08
77
2.55
172
11.65
206
4.40
187
20.91
190
12.53
105
13.58
133
20.49
166
15.73
201
11.10
203
10.65
80
10.16
243
0.11
113
1.37
351
0.04
130
0.29
253
0.34
123
1.95
260
mmmtwo views8.54
191
2.13
159
10.21
175
5.81
133
2.96
196
14.00
239
6.67
249
19.28
169
12.59
106
16.95
202
24.40
215
17.83
238
10.70
198
12.90
178
9.42
234
0.17
149
1.28
336
0.50
307
0.60
329
0.44
171
2.03
279
ac_64two views11.57
280
2.13
159
11.77
235
8.79
292
5.51
298
19.40
315
6.29
240
24.72
234
15.20
137
23.50
315
24.91
216
33.07
358
16.82
302
19.33
306
17.78
314
0.53
250
0.15
129
0.02
100
0.03
98
0.35
128
1.03
148
CFNet_ucstwo views10.56
258
2.15
161
12.88
258
5.55
102
4.11
239
15.24
259
3.93
175
28.55
277
32.41
312
18.70
240
24.95
218
22.99
286
9.66
186
14.22
218
8.13
208
0.29
196
0.84
268
1.63
364
0.23
229
3.43
359
1.31
182
qqqtwo views7.72
169
2.15
161
10.06
168
5.01
72
1.82
134
8.62
169
7.27
268
21.10
193
13.53
117
12.48
100
18.71
142
16.17
206
12.10
226
12.08
138
9.26
229
0.08
89
1.35
349
0.02
100
0.36
277
0.36
137
1.93
252
iRaftStereo_RVCtwo views5.06
57
2.15
161
7.88
83
5.54
101
0.78
37
5.22
70
0.45
12
18.47
158
11.75
101
9.72
78
15.05
108
5.74
52
3.18
32
9.29
60
2.52
28
0.02
7
1.24
332
0.00
1
0.01
65
0.58
214
1.62
221
UPFNettwo views12.31
287
2.15
161
11.91
242
7.90
266
7.21
349
20.03
323
9.28
301
29.44
290
27.18
272
20.88
278
30.86
285
21.23
271
18.11
318
19.60
308
17.41
311
0.55
257
0.57
232
0.26
272
0.07
140
0.67
245
0.92
129
CAS++two views4.25
40
2.16
165
6.64
47
4.57
49
1.14
68
4.22
24
1.62
60
19.22
168
10.81
91
9.35
75
9.25
50
1.97
6
1.40
7
9.87
73
2.00
9
0.15
140
0.05
60
0.00
1
0.00
1
0.33
117
0.28
27
Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024
SAtwo views8.43
188
2.16
165
10.02
166
8.41
279
0.93
55
7.36
153
2.21
113
23.73
225
26.15
262
13.55
132
30.84
284
9.89
106
10.09
191
16.84
275
3.52
76
0.18
152
0.68
246
0.17
239
0.40
298
0.48
187
0.92
129
ttttwo views10.82
262
2.17
167
9.66
154
7.03
214
4.44
253
14.16
241
6.87
257
33.72
339
30.69
295
15.67
169
31.50
294
14.99
187
10.50
196
16.54
267
13.98
288
0.41
223
1.31
339
0.10
186
0.29
253
0.47
184
1.92
251
iRaft-Stereo_20wtwo views6.75
125
2.17
167
13.20
267
5.07
76
2.34
163
7.43
155
2.61
131
20.20
181
7.85
53
15.28
157
10.36
67
14.42
179
8.13
157
16.81
273
4.20
103
0.06
70
0.84
268
0.13
217
0.83
341
0.66
243
2.42
313
rvit_stereo_0081two views4.20
37
2.18
169
9.43
143
6.66
189
1.77
128
3.43
11
2.29
114
8.53
11
16.32
154
4.68
27
5.52
19
5.21
41
4.60
67
8.22
39
4.20
103
0.05
46
0.01
10
0.00
1
0.01
65
0.41
161
0.49
74
rvit_stereo_0082two views4.20
37
2.18
169
9.43
143
6.66
189
1.77
128
3.43
11
2.29
114
8.53
11
16.32
154
4.68
27
5.52
19
5.21
41
4.60
67
8.22
39
4.20
103
0.05
46
0.01
10
0.00
1
0.01
65
0.41
161
0.49
74
plaintwo views4.41
45
2.18
169
11.50
227
5.46
97
2.97
197
3.20
9
1.38
41
9.01
17
5.96
24
3.56
12
16.63
122
3.01
11
2.76
28
14.80
240
4.25
109
0.32
202
0.00
1
0.04
130
0.01
65
0.79
266
0.43
61
THIR-Stereotwo views9.52
220
2.21
172
9.26
137
5.38
93
0.85
43
15.55
263
11.50
340
16.88
131
21.74
212
24.45
324
31.96
301
14.20
173
13.85
260
11.89
130
8.54
217
0.14
131
0.25
157
0.10
186
0.05
123
0.40
158
1.11
163
CFNet_pseudotwo views9.92
229
2.21
172
11.76
234
5.09
78
2.93
194
14.43
244
3.12
149
27.16
261
32.52
313
17.58
217
22.81
202
21.97
278
9.29
180
13.06
186
8.34
213
0.23
171
0.46
206
1.23
355
0.27
248
2.89
344
0.99
142
ccs_robtwo views9.95
230
2.21
172
11.74
233
5.11
80
2.91
190
14.48
245
3.21
155
27.26
263
32.72
315
17.53
213
22.70
198
21.96
277
9.25
179
12.99
179
8.34
213
0.23
171
0.45
204
1.38
360
0.28
250
3.13
352
1.07
156
TestStereo1two views8.04
178
2.22
175
8.85
112
10.87
347
2.12
150
4.66
32
2.40
120
21.17
197
23.79
233
17.41
207
26.31
232
9.41
100
9.09
177
16.23
257
3.85
91
0.14
131
0.40
189
0.02
100
0.13
170
0.58
214
1.10
159
SA-5Ktwo views8.04
178
2.22
175
8.85
112
10.87
347
2.12
150
4.66
32
2.40
120
21.17
197
23.79
233
17.41
207
26.31
232
9.41
100
9.09
177
16.23
257
3.85
91
0.14
131
0.40
189
0.02
100
0.13
170
0.58
214
1.10
159
test_sample6two views10.49
252
2.24
177
11.49
226
5.91
140
2.48
167
16.12
278
6.37
245
28.98
283
22.48
221
20.28
262
34.11
332
17.08
219
13.28
245
14.57
229
10.61
253
0.32
202
0.95
284
0.10
186
0.19
216
0.59
220
1.61
219
test_sample5two views10.07
235
2.24
177
11.22
220
5.82
135
2.68
176
16.15
279
5.79
225
27.87
270
21.59
209
19.26
254
32.74
315
15.92
203
12.97
240
14.33
221
9.26
229
0.27
189
0.98
289
0.07
164
0.17
200
0.57
211
1.49
208
test_sample3two views9.46
218
2.24
177
11.38
222
5.72
125
2.79
184
18.29
309
5.20
208
27.54
267
21.43
205
18.03
227
21.98
193
16.47
210
11.22
207
13.58
207
9.99
242
0.24
176
0.96
285
0.05
138
0.17
200
0.47
184
1.39
190
DualNettwo views10.19
239
2.24
177
11.22
220
5.82
135
2.68
176
16.15
279
5.79
225
27.87
270
21.59
209
20.28
262
34.11
332
15.92
203
12.97
240
14.33
221
9.26
229
0.27
189
0.98
289
0.07
164
0.17
200
0.57
211
1.49
208
MyStereo06two views6.95
135
2.25
181
14.05
278
6.69
191
4.74
264
7.75
159
9.60
304
17.85
148
9.03
74
13.29
124
10.78
75
18.68
248
5.70
107
10.66
81
4.52
121
0.09
99
1.32
341
0.02
100
0.26
244
0.84
277
0.92
129
MyStereo05two views9.63
224
2.25
181
10.26
178
6.69
191
4.74
264
7.75
159
9.60
304
31.51
316
41.00
370
17.45
210
13.02
93
10.28
111
12.27
230
14.74
237
7.68
199
0.09
99
1.32
341
0.02
100
0.26
244
0.84
277
0.92
129
ACVNettwo views10.83
263
2.25
181
7.10
56
6.43
170
3.02
200
13.17
227
3.75
172
22.83
214
35.15
340
15.81
172
30.67
281
24.65
300
15.77
287
16.47
264
18.13
316
0.16
143
0.01
10
0.06
147
0.07
140
0.65
238
0.43
61
acv_fttwo views12.59
297
2.25
181
13.50
270
8.30
277
6.23
325
19.81
321
6.34
243
26.43
253
35.15
340
26.38
342
30.67
281
24.65
300
14.91
274
16.47
264
19.16
328
0.16
143
0.01
10
0.06
147
0.07
140
0.74
258
0.43
61
SPstereotwo views4.26
41
2.26
185
8.78
108
5.09
78
1.45
92
5.66
94
1.08
29
13.30
71
8.20
58
8.93
72
10.09
62
6.61
60
3.52
37
5.14
7
3.20
64
0.02
7
1.13
309
0.06
147
0.00
1
0.32
113
0.39
50
test_sample4two views9.81
226
2.27
186
11.39
223
5.70
124
2.74
179
17.40
298
5.20
208
28.01
272
21.50
207
18.70
240
28.46
252
14.96
186
12.86
239
13.80
213
9.68
238
0.24
176
0.97
287
0.06
147
0.16
194
0.51
197
1.48
206
rvit_stereo_0083two views4.77
50
2.28
187
10.63
197
7.49
245
1.73
125
4.88
48
2.71
138
8.97
16
18.71
185
5.01
33
7.88
40
6.38
58
5.11
85
7.80
34
4.86
132
0.28
193
0.04
51
0.00
1
0.01
65
0.26
87
0.39
50
AFF-stereotwo views6.50
116
2.29
188
8.09
89
4.63
50
0.87
46
3.48
14
0.75
18
16.92
132
13.98
124
13.26
123
25.21
220
15.46
195
7.68
148
11.50
114
3.71
84
0.04
26
0.70
248
0.00
1
0.00
1
0.48
187
1.02
147
IGEV_Zeroshot_testtwo views5.90
88
2.30
189
15.24
298
6.90
208
2.11
148
4.35
25
1.51
52
15.68
106
8.52
65
13.73
136
11.89
84
11.49
122
3.82
45
11.41
105
4.76
130
0.11
113
0.84
268
0.15
229
0.25
242
0.87
279
1.98
263
MIPNettwo views7.26
148
2.30
189
13.74
272
5.32
88
1.61
116
11.32
202
2.77
140
27.02
260
18.47
179
15.56
168
13.20
95
7.01
64
9.46
181
8.84
46
6.32
181
0.15
140
0.03
43
0.06
147
0.08
146
0.42
166
1.39
190
pcwnet_v2two views12.68
300
2.30
189
18.36
333
8.32
278
5.74
306
17.73
301
4.77
197
36.75
376
46.28
397
20.98
282
29.07
260
16.62
212
13.52
248
16.56
268
10.30
246
0.55
257
1.02
300
0.34
292
0.24
233
2.10
328
2.11
293
PSMNet-ADLtwo views10.30
243
2.32
192
7.83
81
9.69
311
4.44
253
16.04
273
4.16
180
27.57
268
25.08
246
15.16
154
19.04
145
25.28
310
13.63
254
16.49
266
15.33
295
0.86
301
0.81
263
0.01
81
0.04
109
0.33
117
1.81
237
HSMtwo views11.89
284
2.32
192
8.70
104
6.70
194
4.10
238
16.45
284
8.06
284
30.42
299
20.31
199
23.35
313
26.42
234
41.60
401
17.59
314
20.66
322
9.57
237
0.11
113
0.03
43
0.01
81
0.01
65
0.24
72
1.22
170
1111xtwo views12.31
287
2.33
194
12.13
248
5.79
131
2.84
186
15.49
262
8.70
290
36.34
368
29.33
287
16.58
188
27.52
242
26.70
322
15.76
286
17.21
281
24.79
361
0.26
185
1.37
351
0.04
130
0.42
301
0.46
182
2.07
286
iRaft-Stereo_5wtwo views9.10
211
2.33
194
10.69
200
6.64
187
4.47
257
4.74
42
10.72
325
16.71
128
16.97
165
15.39
159
26.15
228
21.25
272
12.59
236
16.38
262
12.90
285
0.85
299
0.51
217
0.08
172
0.22
222
0.95
284
1.53
213
ffmtwo views8.89
203
2.34
196
12.99
262
6.28
157
3.81
227
12.43
214
7.47
272
19.77
175
16.80
161
16.64
192
32.03
302
17.29
222
11.78
219
11.11
93
2.34
18
0.05
46
1.17
312
0.80
329
0.37
282
0.29
105
2.07
286
ff1two views10.31
244
2.34
196
12.99
262
6.28
157
3.81
227
12.43
214
7.47
272
19.77
175
16.80
161
16.64
192
32.03
302
17.29
222
11.78
219
17.54
286
24.30
355
0.05
46
1.17
312
0.80
329
0.37
282
0.29
105
2.07
286
mmxtwo views11.59
281
2.34
196
12.99
262
6.28
157
3.81
227
12.43
214
7.47
272
32.76
329
28.92
284
16.64
192
32.03
302
17.29
222
11.78
219
17.54
286
24.30
355
0.24
176
1.21
327
0.80
329
0.37
282
0.65
238
1.89
246
xxxcopylefttwo views11.59
281
2.34
196
12.99
262
6.28
157
3.81
227
12.43
214
7.47
272
32.75
328
28.92
284
16.64
192
32.03
302
17.29
222
11.78
219
17.54
286
24.30
355
0.24
176
1.21
327
0.80
329
0.37
282
0.65
238
1.89
246
cf-rtwo views10.67
259
2.34
196
9.77
156
6.17
149
5.79
308
12.94
223
5.14
202
25.21
238
27.86
278
17.84
221
32.03
302
25.81
312
15.91
289
12.22
145
12.56
282
0.17
149
0.19
138
0.05
138
0.06
133
0.59
220
0.72
107
ProNettwo views4.14
35
2.35
201
7.50
71
4.22
34
1.47
96
5.67
97
6.24
238
13.78
82
7.71
43
3.38
9
4.93
16
3.72
20
3.52
37
11.52
117
2.72
43
0.08
89
1.32
341
0.01
81
0.26
244
0.47
184
2.02
276
RAFT-Stereo + iAFFtwo views5.94
89
2.35
201
8.80
109
4.07
23
1.36
86
2.78
7
0.66
14
17.05
133
15.89
145
12.65
103
18.49
141
11.81
130
7.89
151
8.48
42
3.80
87
0.02
7
0.75
254
0.00
1
0.00
1
0.43
168
1.49
208
rafts_anoytwo views6.46
113
2.37
203
7.09
55
7.48
244
6.02
318
5.31
75
2.45
122
14.50
92
22.01
214
12.94
117
16.18
120
8.48
88
5.53
99
9.70
70
6.32
181
0.05
46
1.66
373
0.10
186
0.05
123
0.30
108
0.69
103
raft+_RVCtwo views7.10
145
2.37
203
6.59
44
6.94
213
5.82
311
6.35
126
5.97
232
21.05
191
23.63
232
10.90
88
17.95
130
9.80
105
5.55
100
11.49
113
4.47
120
0.04
26
1.50
367
0.00
1
0.00
1
0.38
153
1.23
172
DIP-Stereotwo views6.99
142
2.37
203
11.45
224
4.78
55
1.70
124
13.13
225
1.47
48
15.76
107
7.43
38
14.57
146
26.61
236
10.76
115
5.10
84
14.97
243
8.10
207
0.06
70
0.06
85
0.06
147
0.00
1
0.17
48
1.22
170
Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022
MyStereo07two views4.80
51
2.38
206
6.21
28
6.63
184
4.77
266
6.47
131
9.60
304
16.70
127
5.88
22
4.81
29
5.77
27
3.13
12
5.68
105
12.07
137
2.46
24
0.09
99
1.33
345
0.03
117
0.32
261
0.74
258
0.93
134
MyStereo04two views9.58
221
2.38
206
10.28
180
6.63
184
4.77
266
6.47
131
9.60
304
32.50
324
42.15
374
14.59
147
12.10
86
11.92
134
11.87
224
14.80
240
8.14
209
0.09
99
1.33
345
0.03
117
0.32
261
0.74
258
0.93
134
111two views7.73
170
2.39
208
9.12
124
4.17
27
0.47
13
10.65
195
3.49
168
21.34
199
28.25
281
10.60
84
16.85
125
14.74
183
10.22
194
12.48
161
6.61
190
0.43
230
0.01
10
0.00
1
0.00
1
0.35
128
2.39
312
GCAP-BATtwo views5.15
59
2.42
209
8.74
106
4.07
23
5.04
279
6.61
138
1.82
90
10.43
30
6.66
32
13.47
131
12.76
91
9.14
97
2.87
29
11.51
116
3.58
80
0.03
18
1.24
332
0.01
81
0.60
329
0.13
36
1.81
237
HHtwo views6.00
95
2.42
209
9.81
158
5.74
127
1.64
120
7.05
146
3.48
165
17.54
142
7.69
41
8.73
67
12.47
87
14.83
184
8.86
171
13.04
184
2.59
34
0.04
26
1.21
327
0.20
253
0.05
123
0.30
108
2.34
306
HanStereotwo views6.00
95
2.42
209
9.81
158
5.74
127
1.64
120
7.05
146
3.48
165
17.54
142
7.69
41
8.73
67
12.47
87
14.83
184
8.86
171
13.04
184
2.59
34
0.04
26
1.21
327
0.20
253
0.05
123
0.30
108
2.34
306
delettwo views13.26
313
2.43
212
12.99
262
8.45
281
6.26
328
22.40
338
10.83
328
28.78
280
38.76
361
20.39
271
30.36
275
20.85
268
17.67
315
22.97
347
19.13
327
0.14
131
0.45
204
0.19
248
0.08
146
0.78
265
1.24
174
IIG-Stereotwo views7.59
160
2.47
213
9.40
142
10.39
333
1.78
130
6.67
139
1.47
48
17.83
147
16.51
159
18.91
247
20.12
159
17.76
235
8.74
170
13.21
195
5.43
150
0.44
233
0.05
60
0.03
117
0.00
1
0.17
48
0.45
65
UNettwo views13.18
310
2.47
213
14.45
283
7.45
241
7.82
364
26.01
362
4.67
196
34.38
348
29.42
288
20.90
280
31.81
300
26.68
321
18.98
326
21.08
332
15.56
298
0.21
167
0.06
85
0.27
274
0.09
154
0.37
143
1.01
145
PSMNet-RSSMtwo views10.31
244
2.47
213
7.79
79
7.85
262
4.38
252
10.47
190
6.67
249
29.67
292
22.25
218
16.62
190
33.75
328
23.30
290
14.58
271
13.91
216
10.56
250
0.23
171
0.09
104
0.07
164
0.24
233
0.87
279
0.48
72
ToySttwo views11.51
278
2.48
216
17.84
330
6.10
146
2.09
146
16.11
277
12.36
347
25.07
235
28.25
281
15.22
155
25.16
219
25.51
311
15.98
291
17.63
291
15.46
297
0.19
161
1.08
303
0.04
130
0.31
259
0.66
243
2.67
321
CroCo-Stereocopylefttwo views3.51
13
2.49
217
8.03
87
9.10
297
1.26
82
0.97
1
0.96
24
11.24
49
8.52
65
3.79
16
4.87
14
7.93
81
4.44
65
3.26
2
2.76
45
0.03
18
0.00
1
0.00
1
0.00
1
0.34
123
0.16
17
P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023
ACVNet-DCAtwo views5.76
72
2.52
218
6.38
33
6.77
198
0.74
27
10.55
191
5.19
203
21.10
193
13.53
117
7.39
58
10.06
57
4.44
31
9.58
182
11.08
89
2.33
15
0.05
46
1.18
315
0.00
1
0.04
109
0.37
143
1.93
252
xx1two views6.52
118
2.52
218
6.38
33
6.77
198
0.74
27
10.55
191
5.19
203
19.19
165
15.95
146
7.39
58
10.07
61
16.17
206
12.10
226
11.08
89
2.33
15
0.05
46
1.18
315
0.02
100
0.36
277
0.37
143
1.93
252
1test111two views6.16
102
2.52
218
6.38
33
6.77
198
0.74
27
10.55
191
5.19
203
21.10
193
13.53
117
7.39
58
10.06
57
4.44
31
9.58
182
12.08
138
9.26
229
0.05
46
1.18
315
0.00
1
0.04
109
0.37
143
1.93
252
cc1two views5.79
74
2.52
218
6.38
33
6.77
198
0.74
27
10.55
191
5.19
203
19.19
165
15.95
146
7.39
58
10.06
57
4.44
31
9.58
182
11.08
89
2.33
15
0.05
46
1.18
315
0.00
1
0.04
109
0.34
123
2.04
281
tt1two views5.74
70
2.52
218
6.54
42
6.89
207
0.86
45
10.31
188
4.08
179
19.77
175
16.80
161
7.17
54
9.02
45
4.71
36
8.97
174
11.11
93
2.34
18
0.05
46
1.17
312
0.00
1
0.04
109
0.29
105
2.07
286
SGM-Foresttwo views13.63
318
2.55
223
8.22
93
6.30
162
2.16
153
23.84
348
11.13
334
34.68
352
32.40
311
27.27
349
33.02
316
30.08
338
17.82
316
22.13
343
15.40
296
1.66
353
0.32
170
0.88
337
0.03
98
0.79
266
1.93
252
Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018
DispNOtwo views9.82
227
2.57
224
17.77
329
6.22
153
5.73
305
11.89
210
4.77
197
25.54
239
21.70
211
17.56
215
21.28
175
18.01
240
13.83
259
17.46
285
9.91
241
0.35
207
0.16
131
0.03
117
0.12
166
0.51
197
1.05
153
RASNettwo views12.38
290
2.58
225
12.48
256
6.76
196
5.97
316
16.37
282
6.74
253
34.99
354
22.20
216
17.44
209
33.11
319
22.81
285
24.84
360
20.33
316
18.27
319
1.16
333
0.05
60
0.06
147
0.01
65
0.27
96
1.06
154
DISCOtwo views16.93
342
2.58
225
17.15
322
8.26
275
4.37
251
27.65
373
10.68
324
31.28
312
44.93
390
22.21
303
34.47
338
36.48
377
23.91
356
36.14
402
34.48
404
0.35
207
0.11
118
0.04
130
0.07
140
1.95
323
1.40
193
CroCo-Stereo Lap2two views4.21
39
2.60
227
9.11
122
10.21
325
6.06
320
1.11
2
0.78
19
10.63
33
8.34
60
3.46
11
5.18
17
8.92
93
5.66
104
6.42
21
4.53
122
0.03
18
0.05
60
0.00
1
0.00
1
0.81
271
0.39
50
DAStwo views11.51
278
2.60
227
15.62
305
9.37
302
6.27
329
16.04
273
7.71
277
22.70
211
33.92
324
19.53
256
29.03
258
19.51
259
19.10
329
17.44
284
8.98
223
0.78
290
0.02
30
0.29
284
0.01
65
0.48
187
0.81
116
SepStereotwo views12.04
285
2.60
227
15.62
305
9.37
302
6.27
329
16.04
273
7.71
277
22.70
211
33.92
324
19.53
256
29.03
258
19.51
259
19.10
329
27.97
373
8.98
223
0.78
290
0.02
30
0.29
284
0.01
65
0.48
187
0.81
116
DMCAtwo views8.96
206
2.60
227
11.84
239
5.61
105
4.25
245
11.09
200
4.36
186
25.89
242
20.23
198
17.10
205
20.96
172
17.55
232
11.92
225
11.47
108
12.27
275
0.60
267
0.09
104
0.35
293
0.05
123
0.48
187
0.57
90
GEStwo views9.01
207
2.61
231
12.88
258
6.76
196
2.02
144
13.08
224
6.33
242
22.23
206
22.21
217
19.80
260
26.73
237
8.97
94
11.01
199
14.41
225
8.35
215
0.54
255
0.10
114
0.30
288
0.15
186
0.82
274
0.99
142
RAFT_CTSACEtwo views8.55
192
2.62
232
9.63
151
7.41
238
5.06
281
5.76
102
2.54
126
15.38
103
17.84
168
24.33
321
34.69
340
16.37
209
7.22
142
18.05
295
2.63
39
0.01
2
0.56
229
0.00
1
0.03
98
0.42
166
0.41
56
test_sample7two views11.16
268
2.69
233
11.55
229
5.82
135
2.21
156
15.39
261
9.15
298
29.36
286
25.26
251
24.82
326
21.48
177
24.89
303
18.88
325
14.41
225
11.06
262
0.78
290
1.96
382
0.43
300
0.14
179
0.73
255
2.20
300
psm_uptwo views13.88
323
2.70
234
10.89
209
10.20
324
5.97
316
15.01
254
12.58
349
39.13
391
31.75
307
21.39
290
31.09
288
30.18
340
25.01
363
20.33
316
17.62
313
0.75
282
0.39
187
0.18
242
0.03
98
0.82
274
1.67
225
GwcNet-RSSMtwo views11.34
274
2.72
235
10.26
178
7.24
233
5.38
290
12.67
219
6.70
252
26.70
257
31.93
309
17.56
215
34.45
337
24.37
299
15.77
287
13.70
211
15.31
294
0.19
161
0.20
139
0.14
224
0.05
123
0.81
271
0.64
94
RAFTtwo views9.07
209
2.76
236
10.38
184
8.89
295
1.24
79
13.48
231
8.19
288
17.14
135
17.29
166
23.01
310
19.34
152
20.06
265
11.13
204
17.79
293
6.43
185
0.09
99
1.12
308
0.28
280
0.02
89
0.79
266
1.94
259
GANet-ADLtwo views8.73
197
2.80
237
9.48
145
7.87
263
2.77
182
12.88
222
5.29
210
29.97
296
25.61
257
14.50
143
16.64
123
17.02
218
7.60
147
11.61
120
8.01
205
0.51
249
0.40
189
0.10
186
0.12
166
0.77
264
0.70
104
raft_robusttwo views8.39
186
2.81
238
7.62
74
6.32
163
1.17
70
5.47
78
0.82
20
34.37
347
35.49
342
18.40
235
20.25
160
7.24
68
5.51
96
15.77
252
3.40
73
0.11
113
1.10
306
0.00
1
0.50
316
0.33
117
1.19
167
UCFNet_RVCtwo views10.01
234
2.81
238
6.11
26
7.31
235
3.92
232
16.80
291
8.00
282
28.68
279
20.81
201
16.57
187
23.35
205
25.82
313
13.06
243
13.55
205
9.18
227
0.12
122
0.06
85
1.19
351
0.32
261
1.47
310
1.06
154
MMNettwo views13.55
316
2.82
240
13.90
274
7.63
248
6.36
332
26.45
366
4.63
194
24.00
228
42.67
377
26.25
340
33.12
320
20.98
270
19.45
335
20.14
313
19.49
330
0.75
282
0.54
224
0.11
206
0.01
65
0.53
200
1.10
159
RALCasStereoNettwo views6.53
119
2.84
241
8.12
90
7.88
264
6.12
322
6.85
142
5.29
210
14.66
96
13.94
123
10.20
79
18.18
137
10.24
110
3.83
46
12.33
151
5.56
155
0.04
26
1.88
379
0.11
206
0.01
65
0.26
87
2.24
303
LL-Strereo2two views5.97
92
2.88
242
10.62
196
6.59
178
3.38
213
6.31
122
2.20
111
15.61
105
8.46
63
11.33
92
10.75
74
15.69
200
3.45
35
13.58
207
4.65
125
0.16
143
0.48
210
1.33
359
0.13
170
0.36
137
1.42
198
rvit_stereo_0080two views4.27
42
2.89
243
9.02
117
4.10
25
1.93
139
4.06
19
7.35
270
10.37
28
8.86
70
5.39
43
7.51
36
6.20
55
4.36
57
7.08
25
4.75
128
0.45
237
0.01
10
0.00
1
0.00
1
0.59
220
0.45
65
whm_ethtwo views4.27
42
2.89
243
9.02
117
4.10
25
1.93
139
4.06
19
7.35
270
10.37
28
8.86
70
5.39
43
7.51
36
6.20
55
4.36
57
7.08
25
4.75
128
0.45
237
0.01
10
0.00
1
0.00
1
0.59
220
0.45
65
OMP-Stereotwo views7.13
146
2.89
243
9.89
161
10.98
349
1.73
125
4.81
46
1.85
93
18.38
155
16.26
151
16.94
201
14.11
101
17.45
231
7.57
145
13.26
197
5.12
140
0.43
230
0.04
51
0.06
147
0.02
89
0.20
60
0.56
85
StereoVisiontwo views7.48
156
2.90
246
10.47
193
10.13
321
3.93
233
4.99
63
1.86
94
21.10
193
17.66
167
8.90
71
29.71
269
10.95
118
6.61
128
12.83
175
5.11
138
0.69
279
0.05
60
0.17
239
0.03
98
0.98
285
0.56
85
ADLNettwo views12.84
302
2.93
247
11.94
244
8.87
293
6.88
341
17.96
303
8.85
291
34.12
341
26.67
267
27.81
355
26.24
229
26.84
324
15.04
276
17.54
286
19.94
332
0.59
265
0.58
235
0.24
268
0.11
164
0.80
270
2.85
331
ADLNet2two views12.99
304
2.94
248
14.18
279
9.57
307
5.96
315
20.23
326
10.41
322
33.05
331
37.61
352
19.46
255
19.74
155
22.46
283
18.63
320
22.37
345
20.76
336
0.37
214
0.15
129
0.06
147
0.08
146
1.04
290
0.72
107
IGEVStereo-DCAtwo views3.90
22
2.95
249
7.30
61
4.05
20
0.92
51
4.94
59
1.65
65
14.40
85
5.82
15
4.17
19
4.67
10
4.50
34
3.95
47
11.24
99
4.28
110
0.18
152
0.56
229
0.00
1
0.17
200
0.25
77
1.98
263
rrrtwo views3.99
29
2.95
249
11.04
216
4.05
20
0.92
51
4.94
59
1.53
55
11.97
54
6.50
30
4.17
19
4.67
10
4.50
34
3.95
47
11.24
99
4.28
110
0.18
152
0.56
229
0.00
1
0.22
222
0.25
77
1.88
245
test_xeample3two views4.08
31
2.95
249
11.20
219
4.05
20
1.05
63
5.62
93
1.58
57
13.23
63
4.76
5
7.10
51
3.83
5
3.18
13
3.30
34
11.75
122
4.42
117
0.08
89
0.74
252
0.00
1
0.38
292
0.26
87
2.04
281
MyStereo8two views7.68
165
3.00
252
12.46
254
7.70
254
5.11
283
11.40
203
1.39
42
15.98
110
10.05
87
16.45
185
24.04
210
12.01
136
7.91
152
10.68
83
10.57
251
0.14
131
1.52
369
0.08
172
0.48
311
0.60
226
1.98
263
DSFCAtwo views12.44
293
3.00
252
14.87
293
6.04
144
7.03
345
17.06
296
10.86
329
31.11
308
32.12
310
26.41
343
23.81
209
22.37
282
15.13
278
21.13
333
13.53
287
0.95
312
0.66
244
0.28
280
0.38
292
1.21
295
0.77
114
LoS_RVCtwo views4.09
33
3.01
254
4.81
12
4.88
61
7.78
363
5.24
71
2.80
141
7.57
5
4.24
2
4.41
22
10.34
66
3.62
19
6.34
120
6.59
22
2.37
22
0.04
26
0.03
43
0.00
1
0.01
65
0.06
8
7.70
395
NINENettwo views11.46
277
3.02
255
11.83
238
8.45
281
5.40
291
19.47
317
2.69
136
39.63
394
34.82
335
19.11
250
27.64
243
14.37
177
11.63
216
16.21
256
12.39
276
0.94
310
0.21
147
0.29
284
0.00
1
0.48
187
0.55
82
CFNet-ftpermissivetwo views10.46
250
3.02
255
7.10
56
7.69
251
5.42
294
16.93
292
5.92
230
22.83
214
22.31
219
15.81
172
30.40
276
26.42
318
15.19
279
13.60
209
12.18
272
0.14
131
0.10
114
1.87
367
0.34
271
1.22
296
0.73
110
CFNet_RVCtwo views10.46
250
3.02
255
7.10
56
7.69
251
5.42
294
16.93
292
5.92
230
22.82
213
22.31
219
15.81
172
30.40
276
26.41
317
15.19
279
13.60
209
12.19
273
0.14
131
0.10
114
1.87
367
0.34
271
1.22
296
0.73
110
hitnet-ftcopylefttwo views12.59
297
3.03
258
7.87
82
7.49
245
4.20
243
27.41
371
3.75
172
23.41
223
24.15
237
21.14
287
34.12
334
31.93
350
19.74
337
20.28
315
18.13
316
0.54
255
1.45
363
0.35
293
0.09
154
1.26
299
1.41
196
Former-RAFT_DAM_RVCtwo views4.91
55
3.05
259
9.51
146
4.55
47
3.59
220
9.01
173
1.46
47
14.59
95
19.31
190
7.65
62
7.22
35
2.04
8
2.21
22
10.13
76
2.51
27
0.12
122
0.03
43
0.08
172
0.00
1
0.62
229
0.50
76
rvit_stereo_0081_agatwo views4.01
30
3.10
260
10.05
167
5.65
110
3.01
199
4.91
54
1.88
96
8.80
15
7.27
36
6.97
50
6.94
32
5.81
53
3.23
33
7.63
32
3.77
86
0.08
89
0.00
1
0.00
1
0.00
1
0.62
229
0.44
64
GEStereo_RVCtwo views13.23
312
3.13
261
15.23
296
10.33
331
4.95
274
18.92
314
11.46
339
31.58
317
48.03
399
20.51
272
27.68
244
19.00
255
13.31
246
20.44
318
16.01
301
1.15
332
0.51
217
0.10
186
0.14
179
0.67
245
1.47
203
ssnet_v2two views13.84
321
3.15
262
13.44
269
7.99
268
3.08
203
22.60
339
14.51
364
36.65
373
33.59
322
22.04
301
26.10
227
28.64
328
17.16
307
23.13
348
20.86
338
0.50
246
0.32
170
0.20
253
0.13
170
1.41
306
1.38
188
iResNet_ROBtwo views12.41
292
3.19
263
12.39
253
6.63
184
3.72
223
16.98
295
2.64
132
32.29
322
38.58
360
26.93
348
33.73
327
26.24
316
17.40
311
17.36
283
8.95
222
0.33
204
0.01
10
0.00
1
0.00
1
0.40
158
0.35
34
ACREtwo views7.62
162
3.21
264
14.93
294
7.81
259
5.00
277
10.01
179
4.45
188
16.32
116
15.86
143
17.81
219
19.21
146
8.38
86
4.25
54
11.11
93
10.58
252
0.78
290
0.32
170
0.03
117
0.15
186
0.44
171
1.84
242
rvit_0105_6two views6.06
98
3.23
265
15.34
302
10.26
326
1.75
127
5.08
64
5.19
203
11.03
41
20.73
200
6.39
48
7.02
33
10.21
109
7.94
153
11.42
106
3.83
88
0.40
219
0.29
165
0.00
1
0.01
65
0.57
211
0.40
55
MDST_ROBtwo views18.99
366
3.23
265
15.81
309
14.15
379
6.98
344
44.89
422
16.81
379
43.19
411
42.83
378
43.71
417
43.84
393
28.79
329
19.02
327
30.64
386
18.70
323
1.84
356
0.84
268
0.69
320
0.47
310
0.71
253
2.61
318
SGM_RVCbinarytwo views20.33
376
3.24
267
8.92
114
7.20
231
1.62
118
39.61
415
17.01
382
39.11
389
35.12
339
46.26
422
42.62
386
51.57
429
39.45
415
39.66
421
29.87
397
1.16
333
0.37
184
0.55
311
0.35
273
1.20
294
1.64
222
Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341
CIPLGtwo views7.69
166
3.27
268
14.40
282
7.84
261
5.08
282
10.24
183
4.59
192
16.02
111
15.45
138
18.05
228
19.72
154
8.79
92
4.61
70
11.84
128
10.40
249
0.76
284
0.33
176
0.03
117
0.15
186
0.44
171
1.83
241
AASNettwo views13.05
305
3.27
268
12.23
250
10.28
327
6.90
342
17.61
300
7.88
279
41.14
399
38.29
357
23.20
312
29.62
268
16.85
216
15.59
285
15.50
251
19.03
326
0.39
216
0.03
43
0.78
326
0.05
123
1.32
303
1.08
157
RALAANettwo views6.86
129
3.28
270
11.09
217
7.63
248
4.95
274
6.16
118
1.63
61
20.54
182
15.45
138
15.30
158
14.52
103
12.98
157
4.35
56
13.53
203
3.98
94
0.11
113
0.35
180
0.00
1
0.29
253
0.58
214
0.48
72
IPLGR_Ctwo views7.70
167
3.32
271
14.54
284
7.98
267
5.04
279
10.26
184
4.64
195
16.50
121
16.28
153
17.97
226
18.85
144
8.30
84
4.66
78
11.22
97
10.89
260
0.77
287
0.32
170
0.03
117
0.15
186
0.43
168
1.84
242
rvit_0105_4two views7.09
143
3.33
272
16.60
313
10.68
341
1.59
113
5.89
105
6.84
256
14.50
92
23.99
235
7.31
57
9.49
53
13.18
161
9.62
185
12.33
151
4.32
112
0.39
216
0.46
206
0.00
1
0.02
89
0.67
245
0.68
101
MLCVtwo views9.96
231
3.33
272
14.77
286
5.75
129
1.62
118
14.91
248
1.31
38
22.06
204
24.83
244
22.51
305
31.57
296
17.20
221
8.07
155
17.07
279
12.11
270
0.48
241
0.01
10
0.05
138
0.05
123
0.48
187
1.10
159
TestStereotwo views6.45
112
3.34
274
8.02
86
6.23
154
1.68
122
6.33
123
2.48
123
14.54
94
16.71
160
11.71
94
24.13
211
9.38
99
7.13
141
11.83
126
4.32
112
0.12
122
0.01
10
0.00
1
0.00
1
0.73
255
0.33
30
CBFPSMtwo views12.96
303
3.37
275
30.97
383
5.30
86
3.22
208
22.79
342
16.93
380
21.82
201
21.35
203
21.93
299
28.34
251
29.99
336
17.38
310
15.32
248
16.39
304
0.11
113
0.48
210
0.10
186
0.17
200
0.58
214
2.72
325
CFNettwo views11.23
269
3.41
276
10.68
199
7.08
221
4.22
244
17.38
297
4.83
199
31.29
313
31.29
304
19.15
251
26.85
238
24.06
296
13.75
256
16.23
257
12.22
274
0.26
185
0.05
60
0.44
301
0.09
154
0.92
282
0.41
56
rvit_stereo_fttwo views5.02
56
3.45
277
10.80
204
11.76
360
2.76
181
4.08
22
8.16
287
10.64
34
10.63
90
4.34
21
6.39
29
6.65
62
4.63
75
9.35
61
5.82
164
0.11
113
0.00
1
0.00
1
0.00
1
0.34
123
0.42
58
HGLStereotwo views13.21
311
3.45
277
14.01
276
10.32
330
7.72
361
15.72
269
7.19
265
31.94
319
28.12
280
20.83
277
36.16
348
26.61
319
20.82
342
18.74
301
19.63
331
1.01
317
0.22
149
0.07
164
0.08
146
0.59
220
1.00
144
AIO-Stereo-zeroshotpermissivetwo views7.75
171
3.47
279
14.99
295
5.34
89
7.99
366
7.13
148
0.96
24
23.20
218
10.00
86
11.29
91
17.31
126
18.44
247
9.03
176
13.19
192
5.77
161
0.06
70
1.01
298
0.12
211
1.51
369
1.49
311
2.74
326
DN-CSS_ROBtwo views8.72
196
3.49
280
16.63
314
6.74
195
3.39
214
6.20
120
3.43
164
23.40
222
22.03
215
17.46
211
30.28
274
9.33
98
8.32
161
14.71
233
6.36
184
0.91
308
0.00
1
0.45
302
0.00
1
0.65
238
0.70
104
testlalala_basetwo views7.81
174
3.52
281
8.75
107
8.73
290
5.44
297
12.21
212
1.77
87
12.73
59
6.24
26
10.56
83
13.62
99
8.76
91
5.61
102
8.69
44
4.24
108
16.24
429
3.38
406
0.00
1
0.46
304
22.32
432
3.02
337
StereoDRNet-Refinedtwo views14.03
325
3.52
281
12.77
257
8.70
288
3.31
210
18.50
311
4.58
191
29.08
284
30.59
294
29.85
366
42.52
384
25.24
309
19.57
336
23.88
352
23.55
350
0.44
233
0.07
96
0.54
310
0.38
292
0.88
281
2.64
319
Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR
CRFU-Nettwo views13.32
314
3.53
283
12.90
260
8.76
291
6.05
319
26.25
364
10.15
319
25.86
241
14.68
132
30.76
374
30.58
279
30.11
339
21.59
351
20.52
320
20.28
334
1.53
346
0.48
210
0.27
274
0.16
194
0.64
237
1.28
178
gwcnet-sptwo views10.26
240
3.56
284
15.31
299
6.59
178
4.30
246
15.71
266
5.71
222
26.09
245
25.15
248
21.68
293
21.77
180
15.01
188
16.42
298
15.21
245
10.76
256
0.12
122
0.20
139
0.02
100
0.09
154
0.63
232
0.86
121
scenettwo views10.26
240
3.56
284
15.31
299
6.59
178
4.30
246
15.71
266
5.71
222
26.09
245
25.15
248
21.68
293
21.77
180
15.01
188
16.42
298
15.21
245
10.76
256
0.12
122
0.20
139
0.02
100
0.09
154
0.63
232
0.86
121
ssnettwo views10.26
240
3.56
284
15.31
299
6.59
178
4.30
246
15.71
266
5.71
222
26.09
245
25.15
248
21.68
293
21.77
180
15.01
188
16.42
298
15.21
245
10.76
256
0.12
122
0.20
139
0.02
100
0.09
154
0.63
232
0.86
121
FAT-Stereotwo views17.45
348
3.56
284
19.19
340
10.31
329
6.54
334
18.00
307
14.89
367
38.68
386
40.49
366
27.39
350
39.66
368
37.32
379
32.14
400
21.07
331
22.97
346
3.68
384
2.16
389
0.81
333
1.21
361
2.10
328
6.78
388
HITNettwo views8.41
187
3.59
288
9.91
163
5.30
86
1.52
108
13.35
230
4.48
189
22.00
203
16.06
149
15.52
166
22.95
203
15.28
194
11.74
218
14.91
242
9.25
228
0.10
108
0.01
10
0.48
305
0.06
133
0.58
214
1.04
150
Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021
CSP-Nettwo views13.41
315
3.62
289
11.03
215
6.62
183
4.07
236
25.76
361
9.61
308
29.66
291
27.14
271
29.97
368
33.42
324
29.84
334
17.23
308
20.64
321
16.03
302
1.12
328
0.41
195
0.03
117
0.00
1
0.75
261
1.29
180
rvit_0105_5two views8.01
177
3.69
290
17.73
327
10.42
335
1.61
116
7.29
149
6.68
251
18.33
152
25.98
260
10.45
81
10.46
69
15.53
197
11.01
199
12.87
177
5.37
148
0.44
233
0.41
195
0.00
1
0.15
186
0.70
249
1.08
157
AACVNettwo views11.24
270
3.71
291
11.56
230
9.45
304
3.35
212
11.67
208
4.88
200
23.23
220
14.00
125
28.19
356
29.90
271
30.39
341
18.03
317
20.04
311
13.22
286
0.50
246
0.21
147
0.23
264
0.07
140
0.75
261
1.52
212
DLCB_ROBtwo views13.97
324
3.74
292
11.01
214
9.99
318
5.85
313
21.40
332
10.37
321
30.17
298
30.49
292
28.21
357
32.18
309
32.67
354
21.17
346
20.20
314
18.59
321
0.34
206
0.18
135
0.41
298
0.15
186
0.61
228
1.76
233
sCroCo_RVCtwo views5.29
60
3.82
293
17.52
324
11.17
352
6.67
337
5.78
103
2.66
133
10.47
31
8.48
64
3.78
15
9.32
52
4.76
37
4.83
82
8.33
41
4.88
133
1.17
336
0.52
220
0.06
147
0.03
98
0.70
249
0.90
128
ARAFTtwo views8.86
202
3.86
294
17.37
323
5.96
141
0.94
58
12.59
218
10.80
326
18.20
150
19.95
194
18.77
242
16.27
121
17.78
236
8.88
173
18.82
303
5.30
146
0.35
207
0.04
51
0.00
1
0.00
1
0.62
229
0.64
94
CBMV_ROBtwo views12.51
295
3.86
294
7.98
85
5.81
133
2.99
198
16.05
276
4.62
193
27.61
269
31.37
305
26.75
346
32.62
313
23.97
295
22.66
354
21.14
334
12.09
269
2.15
360
1.78
376
2.24
373
1.27
363
1.64
317
1.54
214
NVstereo2Dtwo views15.77
336
4.01
296
17.73
327
9.96
317
8.10
371
30.36
385
9.52
303
43.10
410
43.12
380
15.45
162
28.03
246
23.46
291
16.84
303
24.62
354
17.06
310
3.35
381
0.87
275
1.76
366
1.13
357
7.76
393
9.19
408
stereogantwo views19.38
370
4.02
297
18.62
336
13.54
375
10.30
391
37.03
405
9.83
312
39.12
390
46.13
396
25.09
331
41.76
380
40.01
392
27.19
373
32.16
389
25.48
365
2.44
368
1.13
309
2.70
383
0.86
343
5.45
380
4.81
362
NLCA_NET_v2_RVCtwo views12.58
296
4.09
298
18.25
332
8.26
275
5.83
312
14.72
246
5.85
228
33.49
337
27.86
278
22.14
302
32.16
308
24.94
307
14.01
265
16.19
255
16.82
309
0.90
306
0.35
180
0.37
295
0.58
328
1.51
312
3.31
344
Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching.
iResNetv2_ROBtwo views12.78
301
4.09
298
15.60
303
6.44
172
3.75
225
14.86
247
7.17
263
34.46
349
37.12
348
26.06
337
34.81
341
29.76
332
16.32
294
14.77
238
7.67
198
0.31
199
0.03
43
0.12
211
0.01
65
0.94
283
1.23
172
Anonymous3two views10.07
235
4.14
300
31.49
385
9.77
314
5.11
283
25.00
355
11.85
342
25.20
236
19.24
189
10.80
87
14.78
105
7.92
80
8.68
168
14.40
224
6.12
169
3.25
380
1.40
354
0.08
172
0.06
133
0.81
271
1.30
181
rvit_stereo_0075_2two views9.46
218
4.16
301
20.27
349
12.15
367
8.82
380
5.72
99
4.24
183
23.21
219
18.05
171
12.37
99
28.80
256
16.10
205
8.43
164
14.57
229
8.89
221
0.58
261
0.34
178
0.52
309
0.08
146
0.44
171
1.41
196
AIO-Stereo-zeroshot1permissivetwo views8.37
185
4.16
301
20.63
352
5.82
135
11.79
400
6.40
129
2.02
105
20.82
189
8.03
55
14.52
144
21.38
176
17.44
230
5.83
109
14.43
228
5.13
141
0.06
70
1.00
296
0.05
138
1.81
376
2.44
339
3.62
349
iResNettwo views11.06
267
4.16
301
16.83
316
7.89
265
2.23
157
15.59
264
9.17
300
24.49
232
29.14
286
20.78
275
31.13
289
16.87
217
11.58
214
15.45
249
12.50
281
0.64
272
0.05
60
0.02
100
0.10
161
0.79
266
1.71
228
LL-Strereotwo views11.34
274
4.25
304
13.90
274
9.09
296
6.20
324
7.31
150
8.93
292
35.93
362
30.30
291
16.93
199
15.83
115
21.85
276
17.45
312
21.92
342
10.25
245
0.43
230
1.47
366
0.74
324
0.08
146
1.15
293
2.71
324
pmcnntwo views15.27
334
4.31
305
22.32
363
7.46
242
4.46
256
22.15
337
15.74
371
28.53
276
31.88
308
27.78
354
40.04
371
39.06
386
19.11
331
18.79
302
20.78
337
1.04
320
0.23
151
0.00
1
0.00
1
0.53
200
1.17
165
rvit_0105_3two views9.68
225
4.32
306
19.50
342
12.22
368
1.90
138
9.16
174
8.63
289
19.21
167
30.92
301
15.42
160
14.72
104
18.81
251
12.18
228
15.98
253
7.12
192
0.67
277
0.42
200
0.01
81
0.49
314
0.56
209
1.40
193
DMCA-RVCcopylefttwo views12.06
286
4.35
307
14.21
281
10.52
336
4.86
268
13.84
234
4.33
185
25.20
236
24.13
236
20.56
273
29.22
261
26.65
320
25.85
367
17.02
278
16.34
303
0.41
223
0.35
180
0.55
311
0.24
233
0.83
276
1.81
237
S-Stereotwo views17.36
347
4.46
308
22.16
362
12.58
371
9.10
384
23.07
343
12.60
350
33.18
333
46.12
395
22.78
308
38.67
365
29.04
331
27.48
374
19.40
307
23.90
354
3.14
379
3.13
404
0.88
337
1.95
379
3.77
365
9.86
412
Wz-Net-LNSev-Reftwo views16.12
339
4.56
309
29.46
379
7.78
258
6.11
321
26.08
363
13.01
355
31.08
307
37.61
352
27.66
351
46.96
405
29.92
335
15.40
281
21.54
339
22.39
343
1.09
324
0.05
60
0.10
186
0.00
1
0.43
168
1.21
169
AdaStereotwo views10.85
264
4.57
310
10.79
202
9.59
308
3.46
216
17.49
299
6.29
240
32.70
327
26.07
261
19.04
249
26.55
235
19.60
261
10.12
192
17.71
292
10.38
247
1.00
315
0.05
60
0.42
299
0.02
89
0.70
249
0.46
68
Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021.
RAFT + AFFtwo views10.71
260
4.59
311
18.51
334
10.52
336
5.02
278
13.14
226
11.12
333
26.24
248
27.48
274
15.09
153
16.07
118
19.83
262
11.23
208
17.09
280
10.38
247
0.45
237
1.45
363
0.65
318
0.23
229
2.31
336
2.74
326
CBMVpermissivetwo views14.52
331
4.59
311
9.99
165
6.61
182
2.85
187
22.76
341
12.45
348
30.63
302
33.32
318
31.98
378
35.00
343
31.68
345
19.43
334
26.53
365
16.71
308
1.28
341
0.61
240
0.63
316
0.12
166
1.26
299
1.89
246
Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018
NOSS_ROBtwo views11.76
283
4.63
313
8.14
91
7.46
242
2.92
191
17.82
302
10.55
323
30.45
300
34.08
328
16.37
181
19.97
157
23.14
289
16.31
293
18.22
297
10.67
255
2.98
375
1.84
377
3.39
391
1.64
372
2.24
332
2.37
309
LE_ROBtwo views23.59
400
4.64
314
16.84
317
8.59
284
3.05
201
33.01
394
18.53
394
28.96
282
67.40
448
70.71
450
55.67
429
48.44
423
48.90
431
26.06
363
37.98
410
0.44
233
0.24
153
0.27
274
0.54
322
0.49
195
0.98
141
fast-acv-fttwo views14.96
333
4.73
315
17.68
326
8.03
270
5.27
287
28.61
377
9.97
316
26.25
250
35.58
344
26.03
336
38.02
359
31.91
349
21.50
348
19.25
305
21.18
339
0.61
269
0.38
185
0.63
316
0.48
311
1.31
301
1.73
230
DRN-Testtwo views16.60
340
4.76
316
16.90
319
10.75
342
8.16
372
29.42
381
14.37
359
43.26
412
39.35
362
28.93
362
35.46
344
29.03
330
20.11
339
20.78
324
24.51
360
0.94
310
0.93
282
0.46
303
0.35
273
1.42
308
2.12
294
SGM-ForestMtwo views25.21
409
4.80
317
13.50
270
8.68
287
3.74
224
46.85
424
22.04
403
46.25
424
51.32
413
51.28
429
52.07
416
62.64
442
47.13
429
46.05
429
36.30
406
1.99
358
2.25
391
1.21
353
1.24
362
1.65
318
3.21
341
CVANet_RVCtwo views14.09
327
4.82
318
10.86
208
9.46
305
5.60
303
19.70
320
12.94
354
33.38
335
34.86
336
23.72
316
33.31
321
29.76
332
16.35
296
24.37
353
12.45
279
1.22
338
0.23
151
1.45
361
0.87
344
3.41
358
3.01
336
GMStereopermissivetwo views6.44
111
4.92
319
12.13
248
5.60
104
0.87
46
9.18
175
2.57
130
12.99
61
25.54
256
12.85
114
11.84
83
5.60
50
3.62
40
11.92
132
6.44
186
0.53
250
0.02
30
0.05
138
0.36
277
0.98
285
0.70
104
Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023
TDLMtwo views13.70
319
4.93
320
11.80
236
11.93
363
5.53
299
16.75
290
14.38
361
36.12
366
32.59
314
23.08
311
27.03
239
25.90
314
15.40
281
25.87
362
14.23
289
1.24
340
0.09
104
1.53
362
0.61
331
2.06
327
2.94
334
LMCR-Stereopermissivemany views11.32
272
4.98
321
11.87
240
14.09
378
4.01
234
16.97
294
5.70
220
26.41
252
23.41
229
22.57
307
22.11
196
15.18
192
15.44
283
21.48
338
17.57
312
2.29
363
0.04
51
0.00
1
0.03
98
1.53
314
0.65
96
iinet-ftwo views14.05
326
5.00
322
47.51
415
6.57
177
4.04
235
21.14
330
14.37
359
28.25
273
21.37
204
21.95
300
31.37
290
21.31
273
18.66
321
16.15
254
20.61
335
0.31
199
0.41
195
0.09
178
0.05
123
1.00
288
0.76
112
ddtwo views8.57
193
5.20
323
13.37
268
6.91
209
1.05
63
10.30
186
3.89
174
17.29
138
34.00
326
15.73
171
17.50
127
7.45
69
6.60
126
15.00
244
10.99
261
1.39
344
0.41
195
0.18
242
0.46
304
2.25
333
1.40
193
FADNet-RVC-Resampletwo views12.31
287
5.22
324
32.28
388
10.14
322
4.08
237
14.97
253
6.98
261
26.54
254
24.42
240
23.72
316
29.31
262
19.87
263
15.01
275
16.26
261
10.61
253
0.65
273
0.52
220
0.48
305
0.54
322
1.52
313
3.09
340
SACVNettwo views14.10
328
5.24
325
14.19
280
12.11
365
6.12
322
18.45
310
9.11
296
33.13
332
22.94
224
28.79
360
33.88
330
32.69
355
23.78
355
20.91
326
12.13
271
1.08
322
0.54
224
0.84
336
0.48
311
1.41
306
4.26
358
DualNet (step1)two views13.16
309
5.31
326
19.76
343
6.41
166
3.12
205
17.98
304
9.85
313
29.36
286
25.26
251
24.82
326
21.48
177
24.89
303
18.87
323
14.41
225
11.06
262
6.83
403
1.96
382
6.61
403
7.47
413
3.22
355
4.59
359
test_sample9two views15.79
337
5.31
326
19.76
343
6.41
166
3.12
205
17.98
304
9.85
313
29.36
286
25.26
251
24.82
326
21.48
177
24.89
303
18.87
323
21.03
328
22.11
341
6.83
403
36.75
443
6.61
403
7.47
413
3.22
355
4.59
359
test_sample8two views17.93
355
5.31
326
19.76
343
6.41
166
3.12
205
17.98
304
9.85
313
32.68
326
20.05
195
33.68
391
26.30
231
40.74
395
34.14
404
21.03
328
22.11
341
6.83
403
36.75
443
6.61
403
7.47
413
3.22
355
4.59
359
GANettwo views17.85
353
5.41
329
14.79
287
11.91
362
4.73
263
24.54
352
17.04
383
41.01
398
34.96
337
33.06
386
45.84
400
39.83
391
29.19
384
24.71
356
22.45
345
1.34
343
0.41
195
1.09
345
0.70
336
2.15
330
1.89
246
StereoDRNettwo views16.00
338
5.45
330
16.67
315
11.34
355
8.74
379
25.62
358
11.07
332
40.40
397
37.03
347
29.77
365
30.04
273
34.35
369
19.09
328
19.81
309
25.28
364
0.65
273
0.30
167
0.16
236
0.14
179
1.80
321
2.33
305
RYNettwo views19.73
372
5.52
331
18.58
335
11.63
357
15.84
416
47.05
425
17.28
385
38.60
385
49.19
402
27.71
352
27.46
241
38.63
384
26.42
370
20.79
325
32.08
402
0.73
280
0.59
238
0.97
342
0.16
194
7.40
390
8.04
399
STTStereotwo views13.60
317
5.63
332
28.73
378
8.07
271
5.65
304
13.97
238
7.17
263
31.25
310
26.70
268
25.59
333
32.06
307
31.71
347
14.71
272
17.24
282
16.46
306
0.29
196
0.40
189
0.71
321
1.43
367
1.31
301
2.82
329
Nwc_Nettwo views18.76
364
5.80
333
19.91
347
14.99
388
11.96
403
26.32
365
15.90
372
41.68
403
40.50
367
21.85
298
43.58
392
34.89
370
29.47
386
27.48
370
26.34
374
3.75
385
0.27
158
2.55
380
3.31
392
2.25
333
2.46
314
BEATNet_4xtwo views10.11
237
5.82
334
14.80
288
6.14
147
1.55
110
13.87
236
5.98
233
26.24
248
18.35
173
16.53
186
25.41
221
18.01
240
13.78
258
18.01
294
12.39
276
0.48
241
0.18
135
0.81
333
0.11
164
2.02
325
1.70
227
ADCP+two views18.93
365
5.83
335
35.35
394
9.85
315
10.36
392
29.49
383
13.65
357
34.22
346
37.75
354
30.02
369
41.45
376
24.18
297
26.43
371
34.71
396
36.58
407
0.27
189
0.40
189
2.00
370
1.19
359
2.31
336
2.66
320
DeepPruner_ROBtwo views11.28
271
5.83
335
15.23
296
6.93
211
4.50
258
10.08
180
6.62
248
36.65
373
20.17
197
18.12
229
27.95
245
23.10
287
13.43
247
20.08
312
11.90
268
1.16
333
0.51
217
0.23
264
0.17
200
1.11
292
1.91
250
SDNRtwo views16.80
341
5.88
337
30.01
381
6.39
165
6.53
333
57.67
439
3.15
150
24.30
229
31.49
306
21.50
292
36.56
351
14.69
181
16.76
301
19.14
304
14.45
290
11.12
422
14.00
434
3.11
387
0.51
318
8.86
399
9.92
413
WCMA_ROBtwo views21.17
383
5.89
338
22.32
363
10.39
333
7.65
358
34.55
399
16.42
377
33.20
334
34.02
327
42.06
411
52.50
417
44.09
409
37.59
411
33.66
394
26.77
377
7.45
410
3.18
405
1.27
358
1.43
367
4.18
368
4.81
362
RPtwo views18.36
360
5.94
339
17.54
325
15.95
396
12.33
406
21.55
334
12.66
351
28.65
278
45.65
391
23.78
318
42.55
385
39.77
390
29.54
387
26.72
366
23.58
352
6.14
401
1.05
302
4.38
393
1.77
373
3.90
367
3.82
355
edge stereotwo views19.38
370
5.98
340
19.25
341
11.11
351
8.07
369
23.51
346
12.74
353
35.93
362
42.55
375
35.05
394
43.06
389
41.34
400
36.05
408
26.06
363
25.62
367
2.70
372
2.47
393
6.38
401
1.54
370
3.18
354
5.01
366
XPNet_ROBtwo views18.03
358
6.06
341
18.19
331
11.68
358
6.83
339
21.23
331
16.93
380
36.66
375
39.82
365
32.51
384
42.05
382
41.04
398
25.77
366
25.72
360
28.80
390
1.67
354
0.91
281
0.79
327
0.27
248
1.24
298
2.38
311
FADNet_RVCtwo views12.44
293
6.19
342
40.86
404
7.04
215
3.69
222
11.30
201
4.17
181
29.67
292
27.67
276
18.20
231
26.04
226
13.47
167
17.15
306
16.85
276
14.95
293
0.99
314
0.75
254
0.60
314
1.32
364
4.18
368
3.62
349
rvit_105_1two views14.11
329
6.23
343
22.11
361
13.74
377
4.55
260
15.38
260
28.19
425
27.21
262
43.35
381
19.53
256
24.36
213
22.05
279
15.96
290
18.37
298
12.70
283
2.27
362
0.58
235
0.26
272
2.37
385
0.70
249
2.20
300
AANet_RVCtwo views13.75
320
6.34
344
12.90
260
8.87
293
4.53
259
14.09
240
9.12
297
29.37
289
38.32
358
23.85
319
37.41
353
23.55
293
17.51
313
23.31
350
18.56
320
2.08
359
1.30
337
0.25
270
0.06
133
0.73
255
2.87
332
APVNettwo views18.42
361
6.37
345
23.10
366
12.76
373
8.28
374
30.74
386
24.17
414
42.08
406
30.76
300
25.86
335
41.66
378
31.83
348
24.99
361
28.01
374
28.77
388
0.49
244
0.57
232
3.05
385
0.55
325
1.80
321
2.46
314
AF-Nettwo views19.18
368
6.50
346
16.90
319
16.60
397
11.00
397
23.83
347
11.31
335
36.25
367
51.10
411
25.56
332
38.34
361
41.77
402
31.01
395
30.20
384
27.83
383
4.87
396
0.27
158
4.60
394
1.00
352
2.67
341
2.02
276
PSMNet_ROBtwo views17.59
351
6.52
347
16.27
310
14.43
381
7.71
360
29.22
380
33.59
434
43.94
415
38.52
359
24.74
325
33.46
325
34.17
367
17.29
309
18.52
299
25.68
368
0.40
219
0.29
165
0.96
341
2.22
382
2.03
326
1.81
237
GwcNetcopylefttwo views17.31
345
6.61
348
23.02
365
10.83
346
8.63
377
29.48
382
10.80
326
39.37
393
45.73
392
24.16
320
37.85
358
31.50
343
21.81
353
21.37
336
27.25
380
0.81
294
0.88
277
0.57
313
0.46
304
1.54
315
3.61
347
TRStereotwo views6.64
121
6.95
349
12.06
247
9.69
311
7.59
355
5.12
65
1.68
71
20.72
183
12.34
103
10.93
89
9.07
46
10.57
113
3.16
31
14.33
221
4.23
107
0.60
267
0.80
262
0.14
224
0.37
282
0.56
209
1.86
244
Anonymous_2two views15.61
335
7.12
350
18.63
337
6.49
173
7.98
365
26.94
369
11.93
343
19.48
171
18.48
182
18.25
234
15.95
116
24.18
297
21.32
347
21.17
335
15.94
300
10.88
419
13.80
433
11.19
422
25.13
437
10.92
411
6.42
384
sAnonymous2two views6.98
140
7.12
350
20.67
353
9.13
298
5.40
291
5.28
73
8.11
285
16.71
128
11.50
98
5.04
35
9.17
48
3.77
21
8.23
158
7.84
35
3.15
61
0.11
113
0.07
96
0.06
147
0.28
250
10.80
409
7.09
391
CroCo_RVCtwo views6.98
140
7.12
350
20.67
353
9.13
298
5.40
291
5.28
73
8.11
285
16.71
128
11.50
98
5.04
35
9.17
48
3.77
21
8.23
158
7.84
35
3.15
61
0.11
113
0.07
96
0.06
147
0.28
250
10.80
409
7.09
391
SuperBtwo views18.07
359
7.33
353
56.73
426
8.42
280
5.42
294
20.39
327
9.73
311
26.04
244
50.80
408
26.88
347
39.52
367
17.79
237
21.54
349
23.17
349
25.96
371
0.77
287
0.32
170
1.11
348
0.73
338
16.11
424
2.75
328
NCC-stereotwo views20.61
378
7.39
354
25.96
369
15.90
394
16.62
417
20.15
324
23.27
405
44.11
418
41.29
372
25.00
329
38.64
363
35.47
372
28.75
380
36.35
405
26.90
378
4.83
394
2.14
386
3.33
389
9.27
423
3.10
349
3.72
353
Abc-Nettwo views20.61
378
7.39
354
25.96
369
15.90
394
16.62
417
20.15
324
23.27
405
44.11
418
41.29
372
25.00
329
38.64
363
35.47
372
28.75
380
36.35
405
26.90
378
4.83
394
2.14
386
3.33
389
9.27
423
3.10
349
3.72
353
Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer
Wz-Net-MNSevtwo views19.84
374
7.55
356
35.79
395
10.79
344
7.51
353
38.96
413
18.39
393
35.08
355
44.72
388
31.28
375
41.70
379
41.18
399
20.49
341
28.41
375
30.13
399
0.96
313
0.36
183
0.05
138
0.13
170
1.70
320
1.64
222
ADCLtwo views22.44
393
7.79
357
49.20
417
10.61
340
7.28
350
40.40
418
21.03
400
32.07
321
55.07
419
28.53
358
48.73
408
31.68
345
31.69
398
34.04
395
38.38
412
1.22
338
0.93
282
2.65
382
1.89
377
2.65
340
2.94
334
MeshStereopermissivetwo views22.95
396
7.84
358
12.46
254
8.13
274
5.20
285
38.49
411
13.36
356
42.69
407
38.05
356
51.34
430
53.82
421
58.22
435
43.29
424
38.42
416
29.59
394
2.96
374
2.84
401
3.11
387
2.33
384
3.12
351
3.65
351
C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015
NaN_ROBtwo views17.35
346
7.91
359
18.84
339
11.29
353
4.93
272
33.28
396
20.75
399
38.10
383
43.81
382
30.28
371
31.53
295
32.88
356
20.88
344
29.10
378
17.85
315
0.40
219
0.43
202
0.31
289
0.44
303
0.98
285
3.03
338
DPSNettwo views25.20
408
7.92
360
36.17
396
11.72
359
6.85
340
53.68
432
43.17
442
52.22
434
60.09
435
31.61
376
39.76
369
40.91
397
35.82
407
33.42
393
26.48
375
4.98
397
2.10
385
0.50
307
1.13
357
9.63
402
5.83
374
NCCL2two views17.94
356
7.94
361
16.87
318
24.07
420
7.60
356
24.52
351
17.08
384
35.42
358
26.65
266
32.01
379
38.57
362
41.96
404
27.61
375
22.24
344
24.43
359
0.65
273
0.33
176
2.64
381
2.13
381
2.28
335
3.86
356
ADCReftwo views18.01
357
8.01
362
44.10
409
10.75
342
8.85
381
27.18
370
11.06
331
31.77
318
34.40
331
31.90
377
42.45
383
18.79
250
21.55
350
25.18
359
35.17
405
1.03
319
0.42
200
2.18
372
1.79
374
1.38
305
2.27
304
PA-Nettwo views16.98
343
8.05
363
29.56
380
10.52
336
11.30
398
21.91
336
29.93
429
32.64
325
39.50
363
20.38
270
28.51
254
23.80
294
20.82
342
21.45
337
25.60
366
0.25
182
2.36
392
0.23
264
4.99
404
1.34
304
6.47
385
Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction.
FINETtwo views17.02
344
8.11
364
28.42
377
9.29
301
8.89
382
24.46
350
25.06
417
35.40
357
49.52
404
26.73
345
33.49
326
20.50
266
18.75
322
20.67
323
19.18
329
2.30
364
2.09
384
1.13
349
0.75
339
2.86
343
2.84
330
LALA_ROBtwo views19.82
373
8.32
365
18.64
338
13.59
376
5.79
308
28.03
375
23.44
409
43.09
409
37.57
351
33.91
393
41.55
377
50.73
427
25.61
365
29.09
377
27.30
381
0.73
280
0.67
245
2.08
371
1.42
366
2.70
342
2.12
294
PS-NSSStwo views14.36
330
8.44
366
16.43
312
7.44
240
5.79
308
18.65
313
12.71
352
39.02
388
26.84
269
20.99
283
36.15
347
21.47
274
18.25
319
18.21
296
18.63
322
2.44
368
0.55
228
5.38
396
0.37
282
5.25
378
4.11
357
SANettwo views22.05
387
8.47
367
32.65
389
9.90
316
4.31
249
33.49
397
23.44
409
42.82
408
56.64
427
39.67
407
44.09
394
44.62
410
32.96
402
29.24
381
25.79
369
1.08
322
0.74
252
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343
0.69
334
5.69
383
3.66
352
GMStereo_Zeroshotpermissivetwo views11.32
272
8.59
368
21.66
358
10.06
319
2.53
170
12.38
213
1.43
43
21.36
200
21.50
207
23.48
314
35.74
345
24.85
302
6.12
116
20.48
319
8.28
211
0.83
296
0.02
30
0.25
270
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6.33
387
0.53
78
HBP-ISPtwo views13.07
307
8.80
369
8.99
116
8.11
273
4.55
260
13.48
231
6.60
247
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285
30.50
293
21.33
289
36.14
346
16.62
212
19.42
333
20.92
327
12.81
284
3.63
383
2.61
395
7.18
410
4.12
399
3.74
364
2.69
323
DANettwo views17.51
349
8.91
370
27.61
374
14.94
386
7.48
351
22.67
340
5.66
218
27.33
265
26.64
265
32.62
385
36.27
349
37.40
380
30.07
390
31.65
388
26.09
372
1.30
342
1.46
365
2.33
375
0.53
321
3.54
361
5.69
373
Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021
G-Nettwo views21.66
385
9.10
371
39.39
401
15.85
392
9.60
388
51.00
430
16.73
378
28.32
274
31.17
303
38.99
404
43.24
390
33.26
362
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399
28.50
376
26.50
376
4.74
393
3.92
415
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392
1.02
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398
7.86
397
PDISCO_ROBtwo views25.35
410
10.44
372
31.01
384
29.47
429
20.36
426
38.32
408
17.74
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45.56
422
55.34
421
29.88
367
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388
46.63
418
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388
36.23
403
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401
10.74
418
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390
6.96
407
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394
9.98
406
8.52
404
MSMD_ROBtwo views23.50
399
10.55
373
15.65
308
17.87
403
10.07
390
35.58
402
19.04
395
34.53
350
37.81
355
41.55
410
60.11
433
46.01
416
39.81
417
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392
24.92
362
6.86
406
3.63
413
8.92
416
11.16
428
7.21
389
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377
XX-TBDtwo views4.63
48
10.71
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3.94
6
10.55
339
0.62
24
5.95
108
0.08
1
7.91
7
12.75
107
11.73
95
14.80
106
4.04
23
1.64
12
4.90
6
2.61
36
0.08
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0.01
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0.00
1
0.00
1
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87
0.06
2
ETE_ROBtwo views18.45
362
10.71
374
20.90
355
14.23
380
4.92
271
23.28
345
22.01
402
33.00
330
36.14
346
30.68
373
39.03
366
46.10
417
26.28
368
27.52
371
26.22
373
0.53
250
0.49
213
1.16
350
0.94
345
1.69
319
3.07
339
ADCPNettwo views22.75
395
10.94
376
58.96
430
12.24
369
7.57
354
37.33
406
20.08
398
33.89
340
37.37
350
33.49
390
44.32
395
39.36
389
28.43
379
32.19
390
38.55
414
2.25
361
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398
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377
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371
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366
RTSCtwo views20.52
377
11.06
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33.58
391
12.11
365
7.19
348
28.90
379
11.99
344
38.49
384
58.85
432
32.22
382
37.28
352
33.11
359
21.14
345
36.93
411
38.84
416
1.49
345
1.50
367
0.15
229
0.64
332
2.18
331
2.67
321
CSANtwo views22.36
392
11.11
378
26.06
371
21.79
413
5.59
302
34.55
399
36.54
436
40.04
396
50.84
409
37.47
401
40.31
372
45.09
413
33.07
403
27.44
369
25.80
370
1.60
350
0.75
254
1.08
344
1.80
375
2.89
344
3.36
346
psmorigintwo views21.56
384
11.18
379
36.59
397
10.19
323
7.08
346
25.30
357
12.35
345
33.52
338
33.12
317
43.62
416
54.15
425
42.72
405
37.44
410
36.87
410
28.98
391
1.65
352
2.78
399
0.81
333
1.19
359
3.62
362
8.10
400
PWCDC_ROBbinarytwo views18.66
363
11.24
380
21.32
357
18.82
404
8.08
370
25.75
360
6.94
260
35.08
355
53.33
415
30.37
372
49.70
413
20.87
269
21.63
352
31.05
387
22.39
343
6.94
407
0.28
163
0.10
186
0.06
133
5.98
386
3.22
342
SHDtwo views22.33
391
11.30
381
32.10
386
15.61
390
9.88
389
26.75
367
10.12
318
41.84
404
61.77
437
36.36
398
44.65
397
39.28
387
31.10
396
35.07
398
32.76
403
2.35
365
1.95
381
1.24
357
1.90
378
4.33
371
6.34
381
dadtwo views13.05
305
11.39
382
15.64
307
7.35
236
2.10
147
15.64
265
3.48
165
18.77
161
35.55
343
27.77
353
33.76
329
31.59
344
13.04
242
14.79
239
11.16
264
3.35
381
0.54
224
7.85
414
0.96
350
3.88
366
2.49
316
Wz-Net-LNSevtwo views19.04
367
11.48
383
43.55
408
10.82
345
8.01
368
24.96
354
17.46
388
34.72
353
44.36
386
33.43
389
44.72
398
32.54
353
24.13
357
21.64
341
24.38
358
0.93
309
0.22
149
0.00
1
0.03
98
1.44
309
1.99
273
FBW_ROBtwo views21.87
386
11.80
384
25.52
368
14.64
383
7.49
352
31.20
389
16.35
376
45.28
421
44.78
389
44.85
421
40.36
373
43.50
408
27.85
376
34.94
397
23.52
348
3.07
377
2.15
388
7.53
413
3.03
391
4.30
370
5.17
369
Syn2CoExtwo views17.68
352
11.86
385
28.39
376
20.88
409
8.24
373
25.66
359
12.35
345
37.57
379
33.60
323
29.57
363
39.80
370
30.02
337
28.00
377
19.91
310
18.91
325
1.14
331
0.53
222
1.23
355
0.46
304
1.97
324
3.61
347
FADNettwo views14.77
332
11.96
386
39.55
403
8.50
283
6.64
336
18.53
312
6.74
253
35.70
360
35.06
338
19.21
252
28.06
247
28.14
327
13.94
263
18.54
300
11.61
267
0.48
241
0.75
254
0.38
297
0.49
314
9.17
400
2.05
284
FC-DCNN v2copylefttwo views25.13
406
12.03
387
19.82
346
19.08
407
9.43
386
38.89
412
23.42
408
41.85
405
44.02
383
46.96
425
54.51
426
50.70
426
39.69
416
36.34
404
29.25
392
7.36
408
3.39
407
6.17
399
5.02
406
8.00
394
6.71
387
AnonymousMtwo views6.73
123
12.03
387
3.53
2
4.47
45
1.55
110
4.42
26
3.17
151
11.94
53
8.44
62
17.00
203
10.06
57
9.08
96
4.00
50
7.56
31
4.06
98
0.55
257
0.68
246
23.13
430
8.12
420
0.07
13
0.65
96
FC-DCNNcopylefttwo views25.07
405
12.06
389
20.30
350
19.06
406
9.41
385
38.40
409
23.46
411
41.37
401
44.07
384
46.76
424
53.99
424
50.49
425
39.32
414
36.43
407
29.46
393
7.40
409
3.39
407
6.15
398
5.01
405
8.05
395
6.83
389
DeepPrunerFtwo views20.61
378
12.13
390
46.35
412
21.53
411
17.78
420
19.41
316
23.64
412
37.23
378
50.61
405
26.20
339
37.72
354
24.90
306
25.02
364
24.63
355
23.53
349
3.13
378
1.65
372
5.69
397
4.09
398
3.64
363
3.34
345
PWC_ROBbinarytwo views19.21
369
12.15
391
28.02
375
11.02
350
6.62
335
25.15
356
5.47
215
36.42
370
49.47
403
33.19
387
44.32
395
34.98
371
26.66
372
32.22
391
27.30
381
1.71
355
0.27
158
1.62
363
0.37
282
2.38
338
4.90
365
ADCMidtwo views23.61
401
12.42
392
44.10
409
11.85
361
8.33
375
27.89
374
20.03
397
36.49
371
39.56
364
40.81
408
47.01
406
36.89
378
43.95
425
39.12
419
42.60
426
1.95
357
1.55
370
3.05
385
3.98
397
5.20
377
5.37
371
MANEtwo views33.27
427
12.69
393
21.10
356
22.10
416
15.09
414
49.75
427
29.51
428
54.10
438
56.36
426
59.73
434
64.93
441
65.43
445
57.34
442
52.70
439
41.02
421
10.52
417
6.09
423
7.35
411
20.29
435
9.66
403
9.65
411
FADNet-RVCtwo views13.86
322
12.75
394
41.65
405
8.64
286
4.63
262
16.45
284
6.89
258
28.91
281
24.20
238
20.89
279
31.44
293
26.73
323
11.37
212
21.58
340
15.91
299
0.25
182
0.14
128
0.14
224
0.24
233
2.97
346
1.50
211
DGSMNettwo views20.75
382
13.28
395
34.59
393
14.80
385
17.14
419
23.25
344
17.99
392
36.39
369
43.00
379
20.70
274
32.67
314
36.05
376
19.22
332
30.34
385
25.04
363
4.61
391
4.62
418
6.31
400
5.20
407
14.71
421
15.15
428
aanetorigintwo views19.84
374
13.32
396
54.46
421
10.07
320
7.99
366
14.16
241
15.32
368
17.85
148
34.49
332
49.59
427
48.88
410
34.28
368
31.32
397
23.53
351
29.64
395
1.12
328
0.81
263
0.73
322
0.94
345
3.05
347
5.23
370
WZ-Nettwo views25.86
413
14.23
397
64.17
435
15.77
391
10.61
394
39.36
414
28.01
424
41.38
402
54.97
418
28.82
361
53.68
420
40.90
396
30.14
391
37.91
413
42.98
429
1.59
347
0.49
213
0.73
322
0.95
348
5.43
379
5.12
368
RGCtwo views20.62
381
14.30
398
21.99
360
18.85
405
14.53
411
21.42
333
14.82
366
36.00
365
44.32
385
28.54
359
41.82
381
40.12
393
29.43
385
35.44
401
23.33
347
4.12
388
0.72
250
8.80
415
4.39
401
4.55
373
4.84
364
UDGNettwo views10.51
253
14.75
399
11.91
242
10.29
328
2.78
183
7.93
166
1.94
99
19.31
170
34.57
334
17.74
218
13.70
100
13.56
169
7.30
143
13.52
202
7.18
193
5.80
399
0.11
118
12.86
424
2.76
387
9.87
405
2.34
306
MFN_U_SF_DS_RVCtwo views24.71
403
14.86
400
32.18
387
26.47
423
10.48
393
40.27
417
22.83
404
36.88
377
44.51
387
42.59
412
47.13
407
40.20
394
28.00
377
36.70
408
28.36
384
4.23
390
4.00
416
6.73
406
16.35
434
5.05
376
6.34
381
AnyNet_C32two views24.34
402
15.07
401
42.84
407
13.07
374
11.83
401
31.80
390
31.73
431
32.47
323
45.77
393
35.92
396
49.66
412
34.05
365
35.21
406
44.09
428
43.39
430
1.61
351
1.70
374
1.22
354
2.94
390
4.87
375
7.60
394
MFN_U_SF_RVCtwo views28.91
418
15.44
402
55.12
423
22.00
415
8.49
376
41.39
419
15.36
369
52.74
435
46.70
398
47.83
426
53.87
422
54.97
432
40.50
420
39.54
420
40.77
420
6.09
400
4.92
420
7.08
408
9.02
422
7.68
392
8.69
405
ADCStwo views27.11
416
15.49
403
48.87
416
15.20
389
10.99
396
31.86
391
24.37
415
43.99
416
58.30
430
43.12
414
49.92
414
41.90
403
41.43
422
42.90
427
46.29
434
3.00
376
2.60
394
2.45
379
3.47
393
7.63
391
8.41
402
FCDSN-DCtwo views26.18
415
15.77
404
20.36
351
28.79
428
15.78
415
40.13
416
19.12
396
43.57
413
42.59
376
44.78
420
52.51
418
50.73
427
40.32
419
35.32
400
28.55
386
6.41
402
3.61
412
7.11
409
6.54
411
10.58
407
10.93
418
Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion.
UDGtwo views22.21
389
15.90
405
16.41
311
21.71
412
20.17
425
32.51
392
13.78
358
36.62
372
35.77
345
26.64
344
31.43
292
37.49
381
32.33
401
22.77
346
21.19
340
11.08
421
5.60
422
23.12
429
7.74
417
17.07
426
14.89
427
MaskLacGwcNet_RVCtwo views17.56
350
17.23
406
20.10
348
12.02
364
6.91
343
28.81
378
11.45
338
41.35
400
21.95
213
30.13
370
34.66
339
32.04
352
11.30
210
21.04
330
16.43
305
8.91
411
2.67
396
12.29
423
0.84
342
12.72
417
8.43
403
ccnettwo views24.80
404
17.64
407
24.53
367
12.35
370
18.18
422
38.47
410
17.76
390
46.24
423
32.78
316
37.51
402
46.76
402
38.80
385
30.45
393
38.35
415
41.98
423
9.41
414
6.40
424
9.67
418
8.04
418
11.64
415
9.00
406
Wz-Net-SNSevtwo views23.35
397
18.18
408
47.37
414
14.55
382
8.63
377
28.33
376
29.16
427
39.88
395
55.80
424
32.16
381
53.91
423
39.35
388
24.42
358
27.60
372
38.11
411
1.06
321
0.24
153
1.20
352
0.95
348
3.16
353
2.93
333
XQCtwo views25.15
407
18.26
409
52.31
419
22.53
418
12.15
404
37.47
407
21.78
401
38.74
387
55.51
423
32.40
383
30.75
283
38.36
383
30.19
392
38.28
414
41.25
422
4.61
391
1.44
362
2.77
384
2.26
383
12.52
416
9.49
410
STTRV1_RVCtwo views22.31
390
18.60
410
39.50
402
16.79
398
23.81
433
29.59
384
15.67
370
35.42
358
34.27
329
35.05
394
34.94
342
31.94
351
28.80
382
29.17
380
23.89
353
12.64
428
3.40
409
6.58
402
4.73
403
15.20
423
6.23
379
PASMtwo views29.37
419
19.17
411
50.43
418
23.55
419
23.15
431
27.62
372
27.82
423
35.90
361
50.76
407
35.98
397
40.55
374
47.26
421
34.98
405
35.28
399
38.72
415
12.58
427
15.96
435
17.57
428
22.46
436
13.71
418
13.92
425
SAMSARAtwo views35.29
432
19.78
412
33.90
392
55.86
444
36.15
438
76.79
461
94.89
470
49.29
428
51.59
414
38.15
403
37.83
357
53.71
431
39.29
413
40.56
422
40.41
419
4.02
387
6.72
426
2.35
376
4.12
399
9.70
404
10.76
416
PVDtwo views34.10
429
19.91
413
39.04
400
27.08
425
18.09
421
35.11
401
44.32
444
52.16
433
66.36
445
53.04
432
64.50
440
52.33
430
56.17
438
52.24
438
42.11
424
4.17
389
4.82
419
9.60
417
4.65
402
11.11
413
25.25
438
ELAScopylefttwo views34.78
430
20.32
414
38.13
399
21.79
413
14.89
412
57.95
440
37.04
437
51.15
432
51.19
412
60.95
437
64.42
439
59.08
437
54.44
436
51.53
434
46.26
433
12.00
424
7.83
428
10.46
419
8.04
418
14.42
419
13.71
424
A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010
ELAS_RVCcopylefttwo views34.88
431
20.50
415
37.14
398
22.37
417
15.07
413
54.02
433
38.42
439
50.06
430
56.72
428
61.86
442
63.52
435
58.79
436
54.60
437
54.13
441
43.99
431
12.20
425
7.90
429
10.75
421
7.65
416
14.42
419
13.42
423
A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010
DDUNettwo views23.49
398
20.59
416
17.13
321
24.58
421
22.45
429
24.86
353
17.96
391
31.42
314
31.06
302
29.59
364
37.81
356
37.85
382
26.39
369
25.77
361
18.74
324
18.99
432
8.10
430
26.65
433
11.80
429
19.41
429
18.58
433
GASNettwo views17.87
354
20.62
417
32.66
390
21.17
410
9.48
387
16.26
281
9.15
298
45.00
420
40.55
368
26.16
338
24.34
212
33.05
357
15.45
284
29.82
382
18.15
318
3.79
386
0.28
163
1.87
367
0.51
318
7.06
388
1.97
262
LSMtwo views30.92
422
21.18
418
57.13
429
19.98
408
54.02
449
33.70
398
25.92
419
43.87
414
49.18
401
46.43
423
55.59
428
43.44
406
36.70
409
36.70
408
28.75
387
2.94
373
9.77
431
5.07
395
8.20
421
10.77
408
29.00
440
Wz-Net-TNSevtwo views25.85
412
21.47
419
59.51
432
10.38
332
7.64
357
42.40
421
23.33
407
35.97
364
54.36
417
36.56
399
43.26
391
45.90
415
41.27
421
37.81
412
37.10
408
2.35
365
1.90
380
0.77
325
1.34
365
5.89
385
7.75
396
BEATNet-Init1two views36.29
434
22.72
420
56.79
427
28.53
427
13.41
410
59.81
444
33.49
432
53.72
437
58.64
431
60.78
436
63.63
436
70.42
447
56.59
440
53.93
440
46.48
435
5.63
398
4.14
417
7.49
412
7.45
412
11.35
414
10.88
417
EDNetEfficienttwo views25.68
411
22.94
421
77.88
454
9.49
306
7.66
359
20.89
328
17.37
386
22.52
208
56.02
425
61.49
441
53.31
419
35.83
375
41.88
423
25.06
358
39.53
418
0.86
301
0.83
267
0.91
339
2.82
388
8.28
396
7.98
398
CC-Net-ROBtwo views22.73
394
23.99
422
30.57
382
14.72
384
8.91
383
32.98
393
16.17
374
46.75
425
37.29
349
33.88
392
32.33
310
35.48
374
25.00
362
24.75
357
28.78
389
9.60
415
3.03
402
25.33
432
3.87
396
14.82
422
6.33
380
RTStwo views30.97
423
24.38
423
96.47
468
17.75
401
12.63
407
58.43
441
26.47
420
38.01
381
63.33
440
44.41
418
46.81
403
33.16
360
45.26
426
52.06
436
42.65
427
2.66
370
1.40
354
1.09
345
1.02
353
5.49
381
5.86
375
RTSAtwo views30.97
423
24.38
423
96.47
468
17.75
401
12.63
407
58.43
441
26.47
420
38.01
381
63.33
440
44.41
418
46.81
403
33.16
360
45.26
426
52.06
436
42.65
427
2.66
370
1.40
354
1.09
345
1.02
353
5.49
381
5.86
375
SQANettwo views22.07
388
25.29
425
21.78
359
26.81
424
18.92
423
30.75
387
10.25
320
33.47
336
30.10
290
25.73
334
34.31
336
33.45
363
19.94
338
29.16
379
20.03
333
11.68
423
3.08
403
26.95
434
5.80
410
20.97
430
12.99
422
AnyNet_C01two views30.67
421
27.57
426
76.09
452
17.61
400
12.18
405
50.42
429
28.89
426
39.14
392
41.14
371
41.36
409
65.66
444
47.21
420
40.16
418
47.50
430
49.82
441
2.38
367
2.79
400
2.31
374
2.83
389
8.35
397
9.99
414
IGEV-BASED-STEREO-two views7.80
173
28.14
427
42.31
406
3.20
4
0.50
17
4.12
23
1.45
46
7.06
4
4.60
3
4.66
26
3.90
6
2.47
9
1.37
6
6.02
15
1.94
7
24.62
436
0.43
202
0.01
81
0.08
146
4.61
374
14.42
426
GANetREF_RVCpermissivetwo views26.12
414
30.35
428
27.03
372
26.08
422
6.28
331
31.16
388
37.25
438
48.48
427
50.90
410
37.30
400
36.39
350
34.11
366
30.98
394
38.51
417
28.38
385
9.08
412
2.68
397
16.48
426
5.42
409
16.24
425
9.34
409
Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019
test_for_modeltwo views10.44
249
31.57
429
7.69
75
28.25
426
19.35
424
5.66
94
1.73
81
9.50
20
9.59
80
13.59
134
6.15
28
5.25
43
2.58
26
5.60
9
1.81
5
10.21
416
3.48
410
0.00
1
0.16
194
35.71
440
10.93
418
DispFullNettwo views31.01
425
32.97
430
59.04
431
30.27
430
28.46
435
33.06
395
11.44
337
37.69
380
54.13
416
33.30
388
37.78
355
44.68
411
28.96
383
42.19
426
29.68
396
12.35
426
3.56
411
36.10
438
12.90
431
32.29
438
19.42
435
NVStereoNet_ROBtwo views42.81
440
34.00
431
46.84
413
37.40
433
28.64
436
35.65
403
33.88
435
49.95
429
58.27
429
69.65
449
75.69
453
66.36
446
65.66
446
48.37
431
62.04
453
16.50
430
25.07
438
23.61
431
32.35
439
21.58
431
24.72
437
Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv
Consistency-Rafttwo views41.94
438
35.39
432
45.40
411
33.16
432
41.47
443
45.14
423
33.50
433
56.78
442
55.37
422
32.11
380
65.41
442
30.46
342
49.76
432
40.94
424
48.33
440
27.72
439
35.00
441
43.33
440
51.89
451
39.60
441
28.04
439
MSC_U_SF_DS_RVCtwo views37.85
437
35.62
433
55.10
422
38.16
434
13.19
409
57.63
438
24.72
416
52.87
436
63.40
442
66.39
446
63.74
437
58.16
434
54.28
435
51.56
435
47.39
437
9.36
413
5.44
421
14.82
425
15.34
433
18.80
428
11.04
420
EDNetEfficientorigintwo views29.50
420
36.05
434
99.77
478
9.67
310
5.93
314
26.79
368
16.02
373
26.87
259
55.18
420
61.15
438
57.72
430
45.04
412
50.99
434
26.90
368
44.78
432
0.53
250
0.54
224
1.72
365
2.53
386
11.05
412
10.75
415
FADEtwo views36.34
435
32.23
431
23.74
432
57.46
443
71.16
451
43.07
413
43.49
407
59.46
444
38.46
442
21.19
436
44.28
441
42.47
443
17.94
427
15.62
429
otakutwo views33.83
428
36.87
436
53.81
420
40.41
435
21.58
427
54.54
434
17.45
387
44.01
417
61.47
436
39.63
405
50.06
415
46.76
419
29.76
388
40.64
423
30.07
398
19.17
433
7.09
427
32.34
436
9.92
425
24.17
433
16.94
430
Ntrotwo views35.59
433
38.58
437
55.41
424
43.66
439
22.54
430
57.26
435
23.73
413
47.69
426
63.99
443
39.63
405
48.82
409
47.68
422
37.60
412
41.55
425
30.80
400
17.85
431
6.61
425
33.21
437
10.52
427
26.65
434
17.97
432
coex-fttwo views31.29
426
39.15
438
93.51
467
9.71
313
5.77
307
36.25
404
26.79
422
31.43
315
59.45
433
73.35
454
58.73
431
45.49
414
48.48
430
30.19
383
46.52
436
1.59
347
1.71
375
0.94
340
0.97
351
9.43
401
6.35
383
GCSTcopylefttwo views37.71
436
41.51
439
27.28
373
92.08
472
36.49
439
24.16
349
0.99
26
26.00
243
20.14
196
26.34
341
15.80
114
19.97
264
4.67
79
17.54
286
5.83
165
80.93
465
35.32
442
87.67
470
74.76
461
73.87
462
42.93
449
JetBluetwo views54.72
444
46.20
440
75.05
450
51.44
442
47.85
444
76.48
460
62.38
453
64.44
448
62.86
439
63.67
445
65.49
443
78.96
454
68.77
447
68.63
451
75.95
465
37.07
440
25.78
440
29.10
435
29.19
438
29.75
436
35.27
444
ACVNet_1two views42.11
439
50.66
441
66.19
440
45.24
441
25.33
434
50.11
428
25.60
418
55.90
439
65.25
444
60.15
435
59.98
432
63.57
443
50.05
433
50.45
433
38.46
413
20.06
434
11.00
432
38.79
439
14.48
432
31.31
437
19.68
436
DLNR_Zeroshot_testpermissivetwo views27.91
417
51.88
442
91.97
466
98.26
475
97.92
475
3.07
8
0.49
13
31.27
311
8.33
59
8.40
63
15.66
111
7.22
67
1.66
14
12.16
142
4.82
131
40.46
443
1.87
378
0.06
147
0.33
267
80.45
466
1.99
273
ACVNet-4btwo views36.91
435
52.81
443
57.04
428
42.64
438
22.08
428
48.32
426
14.64
365
50.28
431
59.78
434
43.17
415
46.34
401
55.50
433
24.49
359
39.03
418
23.55
350
25.75
438
3.76
414
47.36
442
33.76
441
28.62
435
19.22
434
SGM+DAISYtwo views55.54
445
57.77
444
64.45
437
40.89
436
53.89
447
63.34
447
50.45
446
56.00
440
45.95
394
61.43
440
64.32
438
61.05
440
56.70
441
61.32
446
56.86
447
56.51
451
49.35
453
50.49
443
50.00
448
52.52
444
57.57
453
anonymitytwo views52.60
442
58.73
445
63.81
434
41.37
437
59.41
453
53.52
431
41.39
440
56.50
441
40.60
369
55.03
433
49.64
411
49.57
424
56.22
439
59.42
443
50.07
442
55.57
450
50.19
455
51.15
444
51.23
449
51.90
443
56.75
452
IMH-64-1two views59.89
448
58.89
446
69.08
444
66.46
446
50.96
445
57.48
436
51.18
447
69.03
452
67.25
446
67.90
447
80.31
458
70.42
447
74.30
453
72.66
459
50.07
442
42.88
444
43.00
446
65.88
448
47.48
444
53.41
445
39.15
445
IMH-64two views59.89
448
58.89
446
69.08
444
66.46
446
50.96
445
57.48
436
51.18
447
69.03
452
67.25
446
67.90
447
80.31
458
70.42
447
74.30
453
72.66
459
50.07
442
42.88
444
43.00
446
65.88
448
47.48
444
53.41
445
39.15
445
SPS-STEREOcopylefttwo views56.02
446
59.82
448
64.35
436
45.23
440
53.96
448
61.34
445
44.05
443
60.08
445
50.73
406
62.61
443
61.78
434
59.73
439
57.62
443
60.63
445
59.08
448
58.29
452
48.28
450
51.30
445
49.29
447
55.67
448
56.59
451
K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014
IMHtwo views63.51
450
61.05
449
69.15
446
69.90
450
54.09
450
65.82
450
55.66
449
72.12
458
72.52
453
72.73
452
81.82
460
73.16
450
79.86
458
77.03
464
52.57
445
44.46
446
50.01
454
68.11
450
51.57
450
56.59
449
41.88
448
ACVNet_2two views58.13
447
62.74
450
73.58
449
66.59
448
38.77
441
63.23
446
49.56
445
72.12
458
82.24
464
79.37
462
88.96
469
76.25
451
73.29
452
55.14
442
48.05
438
38.17
441
24.21
437
54.92
447
37.94
442
48.23
442
29.29
441
RainbowNettwo views51.77
441
63.10
451
65.03
439
60.15
445
39.21
442
59.39
443
31.46
430
57.61
444
78.49
460
50.61
428
66.05
445
59.57
438
45.26
426
50.17
432
42.57
425
46.92
447
45.90
449
53.26
446
32.46
440
54.03
447
34.14
443
MADNet+two views53.97
443
69.36
452
98.79
475
67.30
449
38.52
440
79.97
465
81.50
467
61.38
446
62.53
438
52.01
431
55.50
427
61.22
441
59.61
444
70.25
453
77.26
466
25.21
437
25.07
438
17.40
427
12.69
430
34.21
439
29.70
442
LRCNet_RVCtwo views73.95
461
70.63
453
75.65
451
77.92
456
60.69
456
41.66
420
16.24
375
71.26
456
48.66
400
88.23
470
93.84
472
90.11
469
82.18
461
80.69
467
61.88
451
97.09
476
72.20
467
96.71
475
97.62
476
77.99
465
77.70
467
TorneroNet-64two views66.18
451
71.37
454
72.19
448
76.80
454
59.54
454
67.82
451
59.56
450
67.83
451
79.98
461
63.09
444
67.00
446
82.98
459
69.97
449
68.02
448
62.78
454
49.03
448
44.17
448
73.23
452
64.19
453
69.14
453
54.83
450
LVEtwo views71.96
455
73.19
455
84.13
460
75.60
453
55.78
452
75.59
457
63.60
454
77.67
464
83.64
465
82.16
463
87.25
468
83.54
461
82.79
463
76.17
462
65.22
456
49.11
449
57.71
461
74.86
454
62.93
452
66.84
452
61.36
455
WAO-6two views71.06
453
73.42
456
67.24
441
79.78
461
61.93
457
69.67
452
60.23
451
75.12
463
87.02
467
74.87
455
79.60
457
79.28
455
84.75
464
68.25
450
61.91
452
67.67
455
48.98
452
81.65
461
73.43
458
66.76
451
59.64
454
TorneroNettwo views71.59
454
73.91
457
76.67
453
81.06
463
65.65
458
71.44
454
65.68
455
71.66
457
75.08
455
71.76
451
73.09
452
84.12
463
74.51
455
70.46
454
69.58
458
59.87
453
48.58
451
79.93
457
73.78
459
75.74
464
69.18
463
UNDER WATER-64two views73.59
460
75.19
458
88.26
463
74.50
452
55.55
451
78.94
464
76.55
464
65.86
449
68.37
450
75.79
457
69.24
449
84.00
462
77.49
457
69.01
452
73.11
461
81.39
466
57.22
460
82.69
464
80.62
464
69.53
454
68.45
462
WAO-7two views72.48
457
78.58
459
55.84
425
79.20
459
69.56
463
71.30
453
73.06
462
78.20
467
84.37
466
77.52
458
85.78
464
79.44
456
80.26
459
65.93
447
66.47
457
62.13
454
69.81
466
70.46
451
73.18
457
66.66
450
61.95
456
WAO-8two views77.20
464
78.94
460
67.39
442
86.73
467
72.82
465
79.98
466
69.63
459
77.88
465
88.66
469
83.17
466
86.77
465
85.56
465
85.20
466
72.63
457
69.82
459
75.00
459
55.65
458
87.92
471
83.63
466
71.60
457
64.97
458
Venustwo views77.20
464
78.94
460
67.39
442
86.73
467
72.82
465
79.98
466
69.63
459
77.88
465
88.66
469
83.17
466
86.77
465
85.56
465
85.20
466
72.63
457
69.82
459
75.00
459
55.65
458
87.92
471
83.63
466
71.61
458
64.97
458
MFMNet_retwo views72.11
456
79.45
462
64.79
438
52.91
443
84.26
468
78.00
463
69.47
458
64.08
447
67.45
449
61.33
439
71.28
450
64.22
444
69.42
448
72.45
456
61.54
450
81.63
467
73.93
468
80.19
459
74.21
460
83.02
468
88.49
471
UNDER WATERtwo views76.36
463
79.65
463
88.23
462
84.62
465
67.01
460
77.90
462
78.03
465
67.43
450
72.64
454
75.52
456
71.49
451
85.52
464
82.57
462
70.68
455
75.48
464
79.61
463
54.01
457
86.59
468
84.76
468
72.44
459
72.94
465
notakertwo views72.59
458
79.99
464
79.75
455
79.06
458
68.60
461
63.66
448
62.15
452
69.61
455
75.78
456
77.77
459
79.16
456
79.92
457
84.80
465
77.69
465
59.73
449
70.15
458
61.03
462
77.65
456
68.69
455
70.81
455
65.81
460
ktntwo views72.86
459
80.20
465
70.88
447
79.38
460
69.76
464
75.01
455
70.17
461
69.27
454
77.21
457
73.05
453
77.79
455
77.79
452
77.01
456
73.04
461
56.44
446
79.36
461
66.31
463
80.24
460
68.37
454
72.53
460
63.45
457
JetRedtwo views79.80
467
80.33
466
91.79
465
71.25
451
75.71
467
91.85
469
80.84
466
79.41
468
80.84
462
84.48
468
84.47
463
83.34
460
72.72
451
79.51
466
85.74
469
69.66
457
81.68
469
73.70
453
72.68
456
82.42
467
73.53
466
HanzoNettwo views77.99
466
81.45
467
83.64
457
78.05
457
69.26
462
75.78
458
69.09
457
73.99
461
78.09
459
82.39
465
83.06
461
85.66
467
87.00
469
86.11
470
74.40
463
85.46
472
68.53
465
81.84
462
75.61
462
73.07
461
67.26
461
DPSimNet_ROBtwo views74.86
462
83.75
468
61.14
433
77.51
455
65.78
459
76.04
459
75.86
463
74.62
462
77.61
458
82.20
464
75.97
454
80.50
458
72.45
450
68.06
449
84.65
468
81.90
468
52.11
456
79.97
458
76.71
463
70.85
456
79.47
468
Deantwo views80.94
468
86.19
469
83.94
459
85.03
466
60.07
455
75.42
456
67.27
456
81.85
469
88.36
468
92.35
472
87.09
467
92.14
471
93.19
471
83.37
469
74.06
462
68.69
456
66.48
464
94.89
474
84.90
469
83.86
470
69.69
464
PWCKtwo views66.53
452
88.82
470
80.30
456
80.69
462
30.85
437
65.18
449
41.64
441
72.55
460
71.28
452
78.68
461
69.18
448
78.14
453
62.17
445
82.93
468
63.46
455
80.46
464
40.52
445
82.05
463
47.71
446
74.54
463
39.47
447
ASD4two views87.80
469
90.70
471
83.73
458
83.43
464
90.78
472
97.93
472
99.61
477
89.14
471
96.84
475
88.33
471
93.49
470
89.94
468
86.43
468
88.88
471
91.91
470
79.57
462
81.89
470
76.64
455
81.57
465
83.78
469
81.45
469
KSHMRtwo views88.63
470
93.05
472
84.15
461
95.59
473
91.74
473
82.94
468
83.28
468
84.59
470
81.87
463
87.85
469
83.96
462
91.71
470
81.49
460
76.73
463
82.12
467
96.47
475
96.06
475
96.71
475
97.16
475
92.74
475
92.47
475
MADNet++two views94.07
475
93.58
473
90.62
464
96.24
474
96.57
474
97.26
471
90.52
469
94.64
475
91.89
471
97.09
476
93.64
471
94.65
472
92.81
470
96.06
475
95.06
474
95.31
474
95.85
474
92.44
473
92.08
474
91.00
474
94.17
477
xxxxx1two views91.89
472
95.36
474
98.42
472
87.40
469
89.37
469
98.54
473
98.20
474
92.95
472
93.30
472
93.53
473
95.30
473
97.01
473
96.36
472
94.68
472
94.93
471
83.39
469
84.31
471
82.86
465
88.15
471
84.30
471
89.46
472
tt_lltwo views91.89
472
95.36
474
98.42
472
87.40
469
89.37
469
98.54
473
98.20
474
92.95
472
93.30
472
93.53
473
95.30
473
97.01
473
96.36
472
94.68
472
94.93
471
83.39
469
84.31
471
82.86
465
88.15
471
84.30
471
89.46
472
fftwo views91.89
472
95.36
474
98.42
472
87.40
469
89.37
469
98.54
473
98.20
474
92.95
472
93.30
472
93.53
473
95.30
473
97.01
473
96.36
472
94.68
472
94.93
471
83.39
469
84.31
471
82.86
465
88.15
471
84.30
471
89.46
472
MEDIAN_ROBtwo views99.20
477
99.85
477
99.64
477
98.51
476
98.53
476
98.60
476
97.88
473
98.83
478
98.59
477
99.35
479
99.47
477
99.57
478
99.05
476
98.38
476
98.37
477
99.99
478
99.63
477
100.00
479
100.00
480
99.82
478
99.92
479
Anonymous_1two views99.63
479
99.96
478
99.94
479
99.77
479
99.59
478
100.00
480
100.00
480
99.81
480
99.98
478
99.63
480
99.94
478
99.75
479
100.00
479
99.67
478
99.89
478
98.37
477
99.84
478
98.70
477
99.26
477
99.29
477
99.24
478
HaxPigtwo views99.40
478
99.99
479
97.53
470
99.99
480
99.99
479
96.91
470
97.19
471
99.57
479
99.99
479
99.98
481
100.00
479
99.99
482
99.96
478
99.06
477
97.86
475
99.99
478
100.00
481
100.00
479
100.00
480
100.00
480
99.98
480
test_example2two views99.67
480
99.99
479
99.99
480
100.00
481
99.99
479
99.87
478
99.99
479
98.01
476
100.00
481
100.00
482
100.00
479
98.18
476
98.43
475
99.98
479
99.98
479
100.00
480
99.99
480
99.40
478
99.52
479
100.00
480
100.00
481
AVERAGE_ROBtwo views99.81
481
99.99
479
99.44
476
100.00
481
100.00
481
99.02
477
97.81
472
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
Selective-RAFT-Errortwo views100.00
484
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
PMLtwo views99.07
476
100.00
482
98.17
471
99.22
477
99.21
477
99.98
479
99.74
478
98.27
477
98.10
476
100.00
482
99.37
476
98.77
477
99.85
477
100.00
482
98.07
476
100.00
480
99.54
476
100.00
479
99.51
478
99.87
479
93.65
476
CasAABBNettwo views100.00
484
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
LSM0two views100.00
484
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
DPSMNet_ROBtwo views99.95
482
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
99.16
477
100.00
479
99.95
480
100.00
479
99.98
479
99.99
480
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
DGTPSM_ROBtwo views99.95
482
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
99.16
477
100.00
479
99.95
480
100.00
479
99.98
479
99.99
480
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
DPSM_ROBtwo views100.00
484
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481
DPSMtwo views100.00
484
100.00
482
100.00
482
100.00
481
100.00
481
100.00
480
100.00
480
100.00
481
100.00
481
100.00
482
100.00
479
100.00
484
100.00
479
100.00
482
100.00
482
100.00
480
100.00
481
100.00
479
100.00
480
100.00
480
100.00
481