This table lists the benchmark results for the high-res multi-view scenario. The following metrics are evaluated:

(*) For exact definitions, detailing how potentially incomplete ground truth is taken into account, see our paper.

The datasets are grouped into different categories, and result averages are computed for a category and method if results of the method are available for all datasets within the category. Note that the category "all" includes both the high-res multi-view and the low-res many-view scenarios.

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

Click a dataset result cell to show a visualization of the reconstruction. For training datasets, ground truth and accuracy / completeness visualizations are also available. The visualizations may not work with mobile browsers.




Method Infoallhigh-res
multi-view
indooroutdoorbotani.boulde.bridgedoorexhibi.lectur.living.loungeobserv.old co.statueterrac.
sorted bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort bysort by
HY-MVS5.90 15.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ACMH+729.97 2661.38 196754.00 198383.51 201368.96 198376.38 2082483.74 23982.42 1951089.25 220333.39 2061219.68 22566.53 182573.60 224957.86 222184.14 207200.56 205
PMVScopyleft863.65 3957.08 2161054.11 225666.00 230401.00 208495.00 2163790.00 247279.00 2431607.00 240521.00 2241745.00 24290.00 1851105.00 253639.00 209415.00 238398.00 235
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 194700.96 197362.78 200426.10 210409.25 2111822.69 222124.42 2241186.23 222366.85 2091079.42 221190.60 225451.78 209930.72 221181.59 206227.30 207
Christian Sormann, Mattia Rossi, Andreas Kuhn and Friedrich Fraundorfer: IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions. BMVC 2021
ACMH993.80 5967.92 2171106.11 227553.33 218494.00 213534.00 2183581.00 245136.00 2261585.00 239478.00 2211871.00 24490.00 185839.00 2361460.00 245260.00 224287.00 219
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 212937.18 215506.69 216645.55 235585.72 2302477.98 238130.52 2251578.29 238509.50 2221460.01 237194.90 227637.19 2311170.78 242267.07 227297.17 220
ACMP1246.57 71086.24 2251235.17 229639.45 225596.53 217639.91 2363904.24 248152.04 2321851.54 244566.58 2301997.95 246138.50 205938.30 2401605.46 247303.70 233340.14 226
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2291332.72 232662.07 229584.90 215715.99 2414373.59 252153.99 2341880.27 245709.02 2402316.97 248188.63 224939.89 2411484.30 246302.78 232330.34 225
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2181066.82 226673.70 231706.94 238695.69 2392669.02 243153.52 2332108.17 249605.54 2311679.14 241213.26 235886.75 2391236.76 244229.01 222438.67 236
OpenMVS_ROBcopyleft1936.51 101959.51 2382224.88 2421163.39 2491253.91 2571434.22 2647065.71 262272.76 2422472.29 2531647.54 2873538.72 259200.37 2281496.48 2582575.17 260997.45 277559.48 239
COLMAP_ROBcopyleft2144.59 111658.33 2361869.33 2381025.33 2461030.00 2551023.00 2605311.00 255359.00 2523044.00 256937.00 2472892.00 255332.00 2461440.00 2572312.00 257607.00 241613.00 242
Johannes L. Schönberger, Enliang Zheng, Marc Pollefeys, Jan-Michael Frahm: Pixelwise View Selection for Unstructured Multi-View Stereo. ECCV 2016
DeepC-MVS_fast2190.19 121535.59 2351886.82 239481.89 213847.73 242830.16 2477943.84 272189.23 2392398.83 252691.73 2392341.13 249209.16 233230.25 1821999.25 255360.46 235385.25 233
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
OpenMVScopyleft2352.88 132263.08 2422530.89 2451459.67 2591767.00 2731591.00 2697932.00 271399.00 2583643.00 2601176.00 2603569.00 260297.00 2411927.00 2673302.00 265693.00 253861.00 261
3Dnovator2482.06 142531.17 2472839.56 2501606.00 2611732.00 2691557.00 2688375.00 275483.00 2704370.00 2691371.00 2704200.00 264350.00 2482207.00 2723877.00 272798.00 2651054.00 282
CMPMVSbinary2623.62 151983.08 2392156.14 2411463.89 2601414.80 2621517.00 2665239.20 254867.40 2963310.30 2581128.70 2593489.90 258366.75 2512030.20 2712427.60 2581160.60 290844.46 260
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2412474.00 2441349.67 2521407.00 2611356.00 2637164.00 263475.00 2693970.00 2631237.00 2643765.00 262451.00 2571891.00 2653006.00 263791.00 264802.00 252
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2563537.00 2591975.67 2722310.00 2872005.00 29110100.00 291626.00 2895753.00 2791803.00 2905179.00 278487.00 2592622.00 2834550.00 2811025.00 2851300.00 289
DeepPCF-MVS3452.42 182670.71 2513021.57 2531618.12 2622377.67 2891751.39 2828915.70 278567.44 2844569.74 2711236.84 2634615.63 269513.23 2612291.32 2733515.48 269882.39 270811.66 254
DeepC-MVS3917.13 193155.06 2573601.83 2601814.72 2702515.52 2921941.53 28710432.50 293589.42 2854789.45 2721298.65 2667677.31 294578.35 2682589.53 2793611.78 271923.52 273913.10 266
Andreas Kuhn, Christian Sormann, Mattia Rossi, Oliver Erdler, Friedrich Fraundorfer: DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. 3DV 2020
PCF-MVS4335.85 202272.23 2432597.03 2461297.84 2511701.20 2651332.37 2628105.11 273451.45 2654031.84 2641099.10 2583966.50 263467.45 2581734.05 2612701.68 262848.94 268827.11 258
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2603806.99 2632078.63 2772535.47 2932499.25 3028816.16 277456.05 2666255.60 2851664.52 2886704.88 284629.95 2742768.38 2866343.93 298856.35 269968.25 273
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 28410002.44 28712195.33 3016242.00 3108768.00 31330896.00 3084451.00 31410331.00 3126247.00 30718296.00 311283.00 24021484.00 3157364.00 3015912.00 3076334.00 305
Simon Fuhrmann, Fabian Langguth, Michael Goesele: MVE - A Multi-View Reconstruction Environment. EUROGRAPHICS Workshops on Graphics and Cultural Heritage (2014)
LTVRE_ROB20565.47 2323378.08 28622805.00 28925097.33 30215500.00 31919201.00 32142712.00 3106055.00 31538388.00 31616926.00 31638534.00 3137071.00 30935653.00 31629475.00 31610584.00 31520438.00 314
Andreas Kuhn, Heiko Hirschmüller, Daniel Scharstein, Helmut Mayer: A TV Prior for High-Quality Scalable Multi-View Stereo Reconstruction. International Journal of Computer Vision 2016
GDP-MVS219.79 162249.11 164131.85 170187.15 179155.97 180667.31 18330.57 177398.95 179131.26 178387.86 17658.83 179164.55 178315.00 17765.03 17475.04 175
BP-MVS1202.65 160232.15 162114.16 168183.40 178141.78 178655.87 18224.69 162372.56 177109.76 176356.89 17447.15 176139.51 176284.15 17654.86 17261.20 173
reproduce_monomvs1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mmtdpeth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
reproduce_model1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
reproduce-ours1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
our_new_method1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mmdepth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
monomultidepth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
mvs5depth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
MVStest11.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
ttmdpeth1.48 941.48 951.48 1001.48 1081.48 1081.48 1061.48 1111.48 1071.48 1061.48 1041.48 1061.48 1071.48 1051.48 1051.48 105
WBMVS655.88 195770.84 200310.98 195391.79 205353.00 2052280.68 22799.17 2091776.79 242301.20 2021123.23 224187.34 223390.28 204620.39 205156.98 196189.66 202
dongtai360.45 170401.64 172236.89 180303.10 190262.16 195963.12 19472.78 188622.82 192199.37 184708.06 193130.96 201310.90 190506.46 194108.11 182137.60 187
kuosan267.89 165301.05 167168.41 172244.05 183177.28 181667.98 18465.76 185533.41 183157.79 180492.01 179104.69 194226.72 181364.47 18179.31 177101.21 179
MVSMamba_PlusPlus10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MGCFI-Net10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
testing91347.05 168389.92 170218.43 177275.92 188241.43 189923.71 19371.70 186667.65 194217.04 187629.00 188113.33 197281.39 187495.50 187115.45 184132.47 184
testing11348.86 169393.09 171216.15 176275.24 187239.53 188915.55 19272.35 187679.89 195215.75 186633.79 189118.08 198276.62 186509.56 195117.61 187132.30 183
testing99408.82 177462.15 179248.86 184322.45 193269.42 1961118.93 20873.26 191719.36 198262.28 192772.10 196150.98 207327.08 192601.98 202137.99 191150.07 190
UBG667.82 197787.71 201308.16 194385.94 204327.65 2031718.51 221117.00 2151942.46 247317.12 2041488.73 238183.89 215404.82 206763.70 215172.02 204192.01 204
UWE-MVS387.98 173438.66 176235.93 178349.32 196257.61 1931081.50 20582.45 196637.74 193257.12 191738.54 195134.25 202308.00 188531.93 197135.11 190142.17 188
ETVMVS443.50 183498.07 185279.78 189378.05 202321.57 2021163.68 21087.12 197897.50 210269.81 195822.83 206141.20 206334.53 194568.21 201154.21 193183.26 200
sasdasda10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
testing222430.52 179487.50 183259.56 186379.87 203282.69 1971138.34 20981.30 194880.86 207281.58 196834.27 207135.83 204333.22 193514.90 196140.56 192162.76 193
WB-MVSnew404.84 176458.00 178245.36 182374.70 199320.27 2011193.74 21172.90 189773.77 203238.30 188688.22 19290.05 187308.59 189532.76 198157.54 197107.21 180
fmvsm_l_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_l_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
WAC-MVS248.46 190422.23 183
Syy-MVS370.76 171415.60 174236.25 179310.54 191210.76 186965.13 19598.58 206746.06 200266.26 193788.85 19991.37 188364.76 196357.17 180116.42 185133.22 185
test_fmvsmconf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvsmconf0.01_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
myMVS_eth3d390.90 174437.44 175251.28 185310.54 191255.86 192965.13 19598.58 206746.06 200266.26 193788.85 199154.95 208364.76 196490.19 186116.42 185133.22 185
testing3418.10 178469.06 180265.23 187335.69 194290.63 1981240.88 21393.72 201717.99 197215.31 185811.97 205232.41 237358.74 195458.67 185114.88 183146.32 189
SSC-MVS320.23 167364.09 169188.66 174260.78 185193.84 183975.93 19773.11 190596.72 188185.29 182589.02 18574.47 183246.01 184427.42 18494.06 180126.12 182
test_fmvsmconf_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
WB-MVS316.44 166357.41 168193.51 175257.06 184213.32 187914.45 19149.03 184600.77 189186.42 183634.00 19075.03 184251.35 185411.39 18288.55 179115.87 181
test_fmvsmvis_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
dmvs_re10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
SDMVSNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
dmvs_testset10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
sd_testset10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_fmvsm_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_cas_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis3_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testf10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_f0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVS207.10 161234.26 163125.61 169180.34 177153.23 179635.64 18130.05 176378.38 178127.68 177377.08 17548.95 177154.43 177266.67 17563.56 17369.18 174
FA-MVS(test-final)261.15 163293.29 165164.72 171236.23 182199.99 185800.05 18942.35 182475.87 181155.47 179470.67 17858.49 178205.24 180319.44 17881.03 17888.93 176
balanced_conf0310000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MonoMVSNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
patch_mono-210000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
EGC-MVSNET2819.75 2533096.89 2561988.33 2743105.00 3042241.00 2949480.00 283640.00 2904209.00 2651583.00 2804740.00 271547.00 2662797.00 2872644.00 261924.00 274927.00 268
test250610000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test111110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ECVR-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_blank10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
tt080510000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
DVP-MVS++3981.10 2684731.32 2731730.42 2662191.51 2851949.98 28816473.90 304355.33 2507172.90 2971622.98 2857879.79 295434.33 2552428.11 2775762.12 287689.04 249813.18 255
FOURS12643.17 2942465.14 29713996.40 299493.26 2717619.38 3002107.24 293
MSC_two_6792asdad2237.56 2782643.17 2942465.14 297493.26 2713088.29 2946075.14 2941078.39 2861159.26 284
PC_three_14527619.38 3002107.24 2937416.93 291610.24 2713088.29 2946075.14 2941078.39 2861159.26 284
No_MVS2237.56 2782643.17 2942465.14 297493.26 2713088.29 2946075.14 2941078.39 2861159.26 284
test_one_06012643.17 2942465.14 297493.26 2717619.38 3002107.24 2937416.93 291610.24 271
eth-test21.42 84
eth-test10000000.00 326
GeoE19.41 13622.09 13811.37 14117.21 15211.30 15050.50 1544.30 13233.60 15111.70 15044.50 1517.30 13718.90 15122.60 1497.10 1373.90 124
test_method18.29 13520.89 13710.50 14015.00 15013.00 15255.00 1553.00 13134.00 15211.50 14832.50 1465.00 12613.50 14927.00 1505.00 1265.00 126
Anonymous2024052110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
h-mvs330.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
hse-mvs20.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
CL-MVSNet_self_test0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
KD-MVS_2432*16001.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
KD-MVS_self_test0.60 570.60 570.60 610.60 680.60 680.60 690.60 690.60 680.60 670.60 650.60 670.60 680.60 650.60 670.60 66
AUN-MVS0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
ZD-MVS1584.00 2631821.00 286378.00 2553721.00 2611231.00 2621833.00 243321.00 2451224.00 2552103.00 256692.00 252
SR-MVS-dyc-post11.55 13311.55 13511.55 14211.55 14911.55 15111.55 14811.55 15711.55 14911.55 14911.55 14411.55 15111.55 14811.55 14611.55 14911.55 148
RE-MVS-def610.10 193610.10 221610.10 234610.10 179610.10 286610.10 190610.10 233610.10 186610.10 269610.10 203610.10 242610.10 240
SED-MVS4062.74 2714671.13 2722237.56 2782643.17 2942465.14 29713996.40 299493.26 2717619.38 3002107.24 2937416.93 291610.24 2713088.29 2946075.14 2941078.39 2861159.26 284
IU-MVS2725.60 2992598.35 303515.86 2797016.02 2932363.85 2975973.88 2901620.04 2981732.56 294
OPU-MVS2451.45 2862725.60 2992598.35 3039203.30 2796894.28 285887.23 2893023.43 2905973.88 2901620.04 2981732.56 294
test_241102_TWO515.86 2797016.02 2932363.85 2976894.28 285887.23 2893023.43 2905973.88 2901620.04 2981732.56 294
test_241102_ONE2725.60 2992598.35 303515.86 2797016.02 2932363.85 2976894.28 285887.23 2893023.43 290
SF-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
cl2210000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
miper_ehance_all_eth10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
miper_enhance_ethall10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ZNCC-MVS9999.00 2779999.00 2809999.00 2949999.00 3129999.00 3149999.00 2849999.00 3179999.00 3059999.00 3099999.00 3029999.00 3109999.00 3079999.00 3079999.00 3089999.00 306
dcpmvs_210000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
cl____10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
DIV-MVS_self_test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
eth_miper_zixun_eth10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
uanet_test1000.00 2211000.00 2201000.00 2421000.00 2511000.00 2561000.00 2011000.00 3051000.00 2151000.00 2511000.00 2151000.00 2971000.00 2471000.00 2271000.00 2811000.00 278
DCPMVS10000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
UniMVSNet_ETH3D10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
EIA-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
miper_refine_blended1.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
miper_lstm_enhance10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ETV-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
CS-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
D2MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
DVP-MVScopyleft3981.10 2684731.32 2731730.42 2662191.51 2851949.98 28816473.90 304355.33 2507172.90 2971622.98 2857879.79 295434.33 2552428.11 2775762.12 287689.04 249813.18 255
Zhenlong Yuan, Jinguo Luo, Fei Shen, Zhaoxin Li, Cong Liu, Tianlu Mao, Zhaoqi Wang: DVP-MVS: Synergize Depth-Edge and Visibility Prior for Multi-View Stereo. AAAI2025
test_0728_THIRD5016.02 2751363.85 2674894.28 273387.23 2522023.43 2683973.88 273620.04 244732.56 249
test_0728_SECOND1451.45 2571725.60 2661598.35 2709203.30 279315.86 2462023.43 2683973.88 273620.04 244732.56 249
test07261725.60 2661598.35 2709203.30 279315.86 2465016.02 2751363.85 2674894.28 273387.23 252
SR-MVS610.10 191610.10 193610.10 224610.10 221610.10 234610.10 179610.10 286610.10 190610.10 233610.10 186610.10 269610.10 227610.10 203610.10 242610.10 240
DPM-MVS3268.00 2583762.89 2611783.33 2681756.00 2711806.00 28412319.00 295307.00 2446319.00 2861557.00 2785763.00 279302.00 2432609.00 2815061.00 284482.00 239935.00 269
GST-MVS4000.00 2704533.33 2712400.00 2812400.00 2902400.00 2967200.00 2642400.00 3137200.00 2992400.00 3017200.00 2892400.00 3072400.00 2767200.00 3002400.00 3042400.00 303
test_yl10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
thisisatest053010000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Anonymous2024052910000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Anonymous20240521110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
DCV-MVSNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
tttt051710000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
our_test_310000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
thisisatest051510000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ppachtmachnet_test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
SMA-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Yufeng Yin; Xiaoyan Liu; Zichao Zhang: SMA-MVS: Segmentation-Guided Multi-Scale Anchor Deformation Patch Multi-View Stereo. IEEE Transactions on Circuits and Systems for Video Technology
GSMVS10000000.00 320
DPE-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 32610000000.00 32810000000.00 323
thres100view90010000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
tfpnnormal10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
tfpn200view910000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
c3_l10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
CHOSEN 280x4202340.81 2442643.03 2471434.14 2532025.55 2821629.36 2736542.40 259412.49 2594219.70 2661547.02 2754328.52 265650.74 2761798.26 2623333.17 266727.72 255874.79 262
CANet110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 163207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
Fast-Effi-MVS+-dtu0.44 540.44 550.44 590.44 660.44 660.44 660.44 670.44 660.44 650.44 630.44 650.44 660.44 640.44 640.44 64
Effi-MVS+-dtu0.59 560.61 580.53 600.68 740.53 670.53 670.68 750.68 740.53 660.53 640.68 730.53 670.68 720.53 650.53 65
CANet_DTU110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 163207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
MVS_03040.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MP-MVS-pluss833433.63 2901111219.60 29675.70 15574.28 15973.29 162284.50 16011.35 155238.58 16465.86 160255.35 17214.55 153115.69 17410000000.00 32331.94 15338.12 159
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2724911.12 2762451.45 2862725.60 2992598.35 30316203.30 303515.86 2797016.02 2932363.85 2976894.28 285887.23 2893023.43 2905973.88 2901620.04 2981732.56 294
Zhenlong Yuan, Cong Liu, Fei Shen, Zhaoxin Li, Jingguo luo, Tianlu Mao and Zhaoqi Wang: MSP-MVS: Multi-granularity Segmentation Prior Guided Multi-View Stereo. AAAI2025
sam_mvs110000000.00 32310000000.00 320
sam_mvs10000000.00 323
IterMVS-SCA-FT10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
TSAR-MVS + MP.3528.01 2614065.89 2681914.35 2712349.10 2882141.30 29312362.70 297417.60 2636717.80 2921759.40 2896497.50 282518.18 2622629.38 2845164.32 286806.40 266972.38 274
Zhenlong Yuan, Jiakai Cao, Zhaoqi Wang, Zhaoxin Li: TSAR-MVS: Textureless-aware Segmentation and Correlative Refinement Guided Multi-View Stereo. Pattern Recognition
xiu_mvs_v1_base_debu10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
OPM-MVS3268.00 2583762.89 2611783.33 2681756.00 2711806.00 28412319.00 295307.00 2446319.00 2861557.00 2785763.00 279302.00 2432609.00 2815061.00 284482.00 239935.00 269
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 148133.18 15075.70 15574.28 15973.29 162284.50 16011.35 155238.58 16465.86 160255.35 17214.55 153115.69 174222.18 17431.94 15338.12 159
ambc999.00 239999.00 248999.00 253999.00 198999.00 302999.00 248999.00 212999.00 294999.00 244999.00 224999.00 278999.00 275
MTGPAbinary10000000.00 329
SPE-MVS-test0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
Effi-MVS+0.58 550.56 560.62 620.53 670.62 690.53 670.53 680.53 670.62 680.62 660.53 660.62 690.62 660.53 650.62 67
xiu_mvs_v2_base10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
xiu_mvs_v1_base10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
new-patchmatchnet766.12 200859.03 205487.38 215595.68 216536.14 2192346.27 229142.51 2291488.08 229422.43 2101361.32 229163.65 212628.60 2291003.74 231207.61 212297.41 221
pmmvs610000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
pmmvs510000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_post110000000.00 31710000000.00 32010000000.00 32310000000.00 32310000000.00 323
test_post10000000.00 32010000000.00 32310000000.00 323
Fast-Effi-MVS+0.41 530.40 420.41 580.41 650.41 650.41 650.35 540.41 650.41 640.41 620.41 640.41 650.41 630.41 630.41 63
patchmatchnet-post10000000.00 32010000000.00 32310000000.00 323
Anonymous2023121110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
pmmvs-eth3d10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
GG-mvs-BLEND596.01 222611.29 223600.33 231790.30 186513.12 277552.71 226567.40 180662.54 281531.67 211503.93 190779.80 259656.02 243
xiu_mvs_v1_base_debi10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
Anonymous2023120610000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MTAPA833442.10 2911111233.77 29767.09 15165.59 15864.81 161284.50 16010000000.00 329219.97 16359.62 159229.89 16712.72 152103.00 172203.67 17327.93 15233.46 151
MTMP10000000.00 31710000000.00 329
gm-plane-assit611.29 223600.33 231579.21 184567.40 180531.67 211503.93 190
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 184533.67 186293.33 190376.00 200318.00 1991461.00 21696.00 202835.00 205290.00 200804.00 20297.00 190383.00 202688.00 213156.00 194179.00 198
Qingsong Yan: MVP-Stereo: A Parallel Multi-View Patchmatch Stereo Method with Dilation Matching for Photogrammetric Application.
TEST90.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
train_agg0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
gg-mvs-nofinetune594.69 190605.37 192562.67 219617.29 227500.33 217772.30 185413.12 262579.21 184552.71 226567.40 180662.54 281531.67 211503.93 190779.80 259656.02 243
SCA10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Patchmatch-test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 184533.67 186293.33 190376.00 200318.00 1991461.00 21696.00 202835.00 205290.00 200804.00 20297.00 190383.00 202688.00 213156.00 194179.00 198
Patchmatch-RL test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
cdsmvs_eth3d_5k10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
pcd_1.5k_mvsjas10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 172412.78 173246.00 183231.00 181197.00 1841293.00 215376.00 254756.00 202609.00 23271.00 152106.00 195195.00 179102.00 158171.00 203346.00 228
canonicalmvs10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
anonymousdsp10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
alignmvs2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
nrg0302.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
v1441920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FIs10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
v19219200.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
UA-Net10000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
v11920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FC-MVSNet-test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
v11440.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet-low-res10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
HFP-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v1480.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet1000.00 2211000.00 2201000.00 2421000.00 2511000.00 2561000.00 2011000.00 3051000.00 2151000.00 2511000.00 2151000.00 2971000.00 2471000.00 2271000.00 2811000.00 278
uncertanet10000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
AllTest10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
TestCases10000000.00 30910000000.00 32610000000.00 32810000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
v7n0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
region2R0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
RRT-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
mamv410000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
PS-MVSNAJss10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
PS-MVSNAJ10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
jajsoiax10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
mvs_tets10.28 12310.28 12510.28 13010.28 13810.28 14010.28 13810.28 14510.28 13910.28 13810.28 13410.28 14010.28 13810.28 13610.28 13910.28 138
EI-MVSNet-UG-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
EI-MVSNet-Vis-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS++copyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_prior40.00 10.00 1
XVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
v12400.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
pm-mvs110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_prior0.00 10.00 10.00 10.00 10.00 10.00 1
旧先验20.00 10.00 10.00 10.00 10.00 1
新几何20.00 1
新几何10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
旧先验10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
无先验0.00 10.00 10.00 10.00 10.00 10.00 1
原ACMM20.00 1
原ACMM10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test2220.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata20.00 10.00 1
segment_acmp0.00 1
testdata0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata10.00 10.00 1
v80.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
13140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
LFMVS2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
VDD-MVS2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
VDDNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
v100.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
VPNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v2v4820.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
V420.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
SD-MVS2654.53 2503055.56 2551451.45 2571725.60 2661598.35 2709203.30 279315.86 2465016.02 2751363.85 2674894.28 273387.23 2522023.43 2683973.88 273620.04 244732.56 249
Zhenlong Yuan, Jiakai Cao, Zhaoxin Li, Hao Jiang and Zhaoqi Wang: SD-MVS: Segmentation-driven Deformation Multi-View Stereo with Spherical Refinement and EM optimization. AAAI2024
GA-MVS0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
MSLP-MVS++1242.93 2301411.08 233738.48 235712.71 239712.68 2404168.17 250136.50 2272276.40 251613.28 2352368.60 251161.61 2111130.38 2541964.54 254297.88 230372.39 231
APDe-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ADS-MVSNet2443.33 181482.84 181324.79 198434.94 211387.73 2091110.57 20687.69 198887.02 208282.92 197779.29 19798.57 192422.76 207502.40 188162.19 201163.87 194
EI-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Regformer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CVMVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
pmmvs410000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
EU-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
VNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
test-LLR10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
TESTMET0.1,110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test-mter10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
VPA-MVSNet2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
ACMMPR1296.60 2321480.82 235743.96 236899.25 245763.47 2444305.47 251143.90 2302530.94 254683.99 2372346.34 250201.65 2301098.25 2521920.59 253295.21 229370.16 230
testgi10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test20.0310000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
thres600view710000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ADS-MVSNet443.33 181482.84 181324.79 198434.94 211387.73 2091110.57 20687.69 198887.02 208282.92 197779.29 19798.57 192422.76 207502.40 188162.19 201163.87 194
MP-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
thres40010000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test12310000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
thres20010000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test0.0.03 110000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
pmmvs310000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
EMVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
E-PMN10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
PGM-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
LCM-MVSNet-Re0.89 650.89 660.89 700.89 770.89 770.89 770.89 780.89 770.89 760.89 740.89 760.89 770.89 750.89 750.89 75
LCM-MVSNet0.37 400.36 410.37 450.37 520.37 520.37 520.32 530.37 520.37 510.37 490.37 510.37 520.37 500.37 500.37 50
MCST-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
mvs_anonymous774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
MVS_Test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MDA-MVSNet-bldmvs1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
CDPH-MVS6.66 1226.66 1236.66 1286.66 1366.66 1366.66 1356.66 1426.66 1366.66 1346.66 1326.66 1366.66 1356.66 1336.66 1366.66 136
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
diffmvspermissive774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
baseline2774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
baseline1774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
YYNet11.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
PMMVS210000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MDA-MVSNet_test_wron1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
tpmvs501.65 187567.42 189304.33 193395.39 206356.32 2061512.04 219216.53 241994.15 212350.16 207804.16 204119.38 199380.98 199555.14 200159.87 199175.69 197
PM-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
HQP_MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
plane_prior710000000.00 32610000000.00 328
plane_prior610000000.00 32610000000.00 32810000000.00 323
plane_prior510000000.00 32910000000.00 32310000000.00 32310000000.00 32210000000.00 320
plane_prior410000000.00 320
plane_prior310000000.00 32810000000.00 32310000000.00 323
plane_prior210000000.00 31710000000.00 323
plane_prior110000000.00 326
plane_prior1.00 782.00 1162.00 1172.00 115
PS-CasMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
PEN-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TransMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DTE-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DU-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CP-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS_H1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Baseline_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TranMVSNet+NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TSAR-MVS + GP.1386.84 2331622.84 237678.81 232952.13 247840.17 2485358.21 256170.75 2362650.47 255713.54 2412394.28 252209.42 234855.56 2371854.36 252302.42 231340.71 227
n214.20 158
nn1.42 86
mPP-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
door-mid1.42 86
XVG-OURS-SEG-HR999999.00 292999999.00 293999999.00 306999999.00 323999999.00 325999999.00 314999999.00 326999999.00 320999999.00 320999999.00 317999999.00 320999999.00 320999999.00 320999999.00 319999999.00 317
mvsmamba10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
MVSFormer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason: jason.
lupinMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
test_djsdf1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS_fast10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
K. test v3877.74 214980.16 217570.46 2211316.85 260813.15 2462565.52 241103.78 2111509.49 237548.33 2251258.90 226219.93 236587.82 2261102.37 241196.30 209310.42 223
lessismore_v0569.20 220667.25 237644.68 23796.45 204428.86 2121514.17 239204.21 232756.58 2331061.60 233197.79 210306.34 222
SixPastTwentyTwo773.62 201869.37 207486.35 214603.45 218547.15 2282532.14 240106.92 2121434.95 228428.08 2111360.56 228165.15 213628.96 230984.09 223209.01 213282.94 218
OurMVSNet-221017-0999.00 219999.00 218999.00 239999.00 248999.00 253999.00 198999.00 302999.00 213999.00 248999.00 212999.00 294999.00 244999.00 224999.00 278999.00 275
HPM-MVScopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 292999999.00 293999999.00 306999999.00 323999999.00 325999999.00 314999999.00 326999999.00 320999999.00 320999999.00 317999999.00 320999999.00 320999999.00 320999999.00 319999999.00 317
XVG-ACMP-BASELINE999999.00 292999999.00 293999999.00 306999999.00 323999999.00 325999999.00 314999999.00 326999999.00 320999999.00 320999999.00 317999999.00 320999999.00 320999999.00 320999999.00 319999999.00 317
casdiffmvs_mvgpermissive774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
LPG-MVS_test10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
LGP-MVS_train10000000.00 30910000000.00 32610000000.00 32810000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
baseline774.90 202882.28 208452.77 204636.50 228537.20 2202348.80 230120.30 2161504.30 230474.40 2141371.10 230186.90 216564.70 2171078.90 234219.30 214256.40 208
test111.00 79
door99.00 208
EPNet_dtu10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2442643.03 2471434.14 2532025.55 2821629.36 2736542.40 259412.49 2594219.70 2661547.02 2754328.52 265650.74 2761798.26 2623333.17 266727.72 255874.79 262
EPNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 328
HQP-NCC10000000.00 32610000000.00 31710000000.00 32310000000.00 323
ACMP_Plane10000000.00 32610000000.00 31710000000.00 32310000000.00 323
APD-MVScopyleft1000000000.00 4041000000000.00 4071000000000.00 4201000000000.00 4451000000000.00 4451000000000.00 4311000000000.00 4451000000000.00 4381000000000.00 4391000000000.00 4361000000000.00 4411000000000.00 4391000000000.00 4381000000000.00 4371000000000.00 435
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 323
HQP4-MVS10000000.00 32310000000.00 32310000000.00 320
HQP3-MVS10000000.00 32910000000.00 322
HQP2-MVS10000000.00 323
CNVR-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
NCCC10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
114514_t99999.00 28899999.00 29199999.00 30499999.00 32199999.00 32399999.00 31299999.00 32499999.00 31899999.00 31899999.00 31599999.00 31899999.00 31899999.00 31899999.00 31799999.00 315
CP-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
DSMNet-mixed131.33 156143.00 15896.33 16799.00 16681.00 167201.00 15745.00 183335.00 17699.00 175251.00 17138.00 171110.00 173120.00 15999.00 18198.00 177
tpm23617.85 2624007.23 2642449.73 2822012.71 2781698.05 2787351.19 265869.29 2976132.06 2811588.28 2818007.42 2971281.09 3033888.11 3017472.04 3021351.00 2921763.02 298
NP-MVS10000000.00 32610000000.00 32810000000.00 320
EG-PatchMatch MVS437.03 180493.12 184268.77 188264.80 186260.20 1941491.80 21898.00 205723.20 199238.80 189722.40 19463.10 180382.00 200629.00 206207.00 211164.10 196
tpm cat13617.85 2624007.23 2642449.73 2822012.71 2781698.05 2787351.19 265869.29 2976132.06 2811588.28 2818007.42 2971281.09 3033888.11 3017472.04 3021351.00 2921763.02 298
SteuartSystems-ACMMP2891.50 2553284.78 2581711.67 2651954.00 2761655.00 27610117.00 292445.00 2645102.00 2781375.00 2715126.00 277351.00 2492638.00 2854402.00 280691.00 251842.00 259
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2624007.23 2642449.73 2822012.71 2781698.05 2787351.19 265869.29 2976132.06 2811588.28 2818007.42 2971281.09 3033888.11 3017472.04 3021351.00 2921763.02 298
CR-MVSNet612.36 192617.81 195596.01 222611.29 223600.33 231790.30 186513.12 277579.21 184552.71 226567.40 180662.54 281531.67 211503.93 190779.80 259656.02 243
JIA-IIPM804.30 210835.64 203710.26 233885.90 243895.90 251455.98 177668.73 2911297.17 2241002.26 2551001.67 219655.98 279756.98 234667.90 210885.21 271477.90 237
Patchmtry1090.75 2261198.88 228766.38 2371290.90 258485.90 2152423.98 2371267.30 3091297.17 224923.90 245923.40 2101215.54 302990.23 242667.90 210779.80 259823.02 257
PatchT856.34 213860.99 206842.38 2381290.90 258880.90 249790.30 1861267.30 309579.21 184923.90 245567.40 180662.54 281990.23 242887.56 219779.80 259656.02 243
tpmrst2557.50 2482847.12 2511688.66 2641784.08 2741778.25 2837445.50 269342.14 2494471.54 2701534.55 2744382.10 268530.10 2642361.21 2754142.81 276991.22 276926.51 267
BH-w/o40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17840.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
tpm3617.85 2624007.23 2642449.73 2822012.71 2781698.05 2787351.19 265869.29 2976132.06 2811588.28 2818007.42 2971281.09 3033888.11 3017472.04 3021351.00 2921763.02 298
DELS-MVS514.57 188587.73 191295.12 192343.03 195328.09 2041540.48 220116.22 214988.59 211325.44 205906.22 209119.86 200365.72 198788.60 216161.09 200191.55 203
Christian Sormann, Emanuele Santellani, Mattia Rossi, Andreas Kuhn, Friedrich Fraundorfer: DELS-MVS: Deep Epipolar Line Search for Multi-View Stereo. Winter Conference on Applications of Computer Vision (WACV), 2023
BH-untuned40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17840.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
RPMNet787.26 209829.13 202661.63 228885.90 243895.90 251455.98 177610.10 2861297.17 2241002.26 2551001.67 219655.98 279611.10 228667.90 210885.21 271477.90 237
MVSTER890.06 2151005.91 224542.52 217736.13 240653.90 2382616.56 242145.22 2311692.10 241555.69 2291554.72 240266.25 238660.02 2321219.66 243266.84 226313.64 224
CPTT-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
GBi-Net44.67 14149.24 14330.96 14447.53 15747.57 158126.09 1568.00 14376.99 15726.09 15273.50 15311.27 15030.55 15261.12 15512.58 15014.75 149
PVSNet_Blended_VisFu136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 166251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
PVSNet_BlendedMVS136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 166251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
UnsupCasMVSNet_eth5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
UnsupCasMVSNet_bld5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
PVSNet_Blended136.90 157155.40 15981.40 164111.00 17496.20 168407.00 17425.90 166251.60 16685.10 172240.50 16837.00 16899.90 169199.80 17040.70 16948.10 168
FMVSNet5124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
test1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
new_pmnet88.14 14398.62 14456.70 14998.14 16456.07 159246.79 15815.37 160148.06 15850.77 157143.13 15423.35 15662.65 15793.26 15668.71 17551.38 171
FMVSNet3124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
dp87.20 142113.80 1467.42 12910.50 1488.88 137298.82 1632.70 130510.35 1827.79 135172.93 1563.37 1259.16 13614.00 1473.71 1254.23 125
FMVSNet2124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
FMVSNet1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
N_pmnet88.14 14398.62 14456.70 14998.14 16456.07 159246.79 15815.37 160148.06 15850.77 157143.13 15423.35 15662.65 15793.26 15668.71 17551.38 171
cascas2.00 1042.00 1052.00 1102.00 1182.00 1182.00 1162.00 1212.00 1172.00 1162.00 1142.00 1162.00 1172.00 1152.00 1152.00 115
BH-RMVSNet40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17840.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
UGNet110.62 145124.04 14770.34 15282.03 16174.27 164325.54 16425.25 163207.16 16069.28 162194.38 15727.53 15895.79 166147.76 16037.43 15540.97 165
Wanjuan Su, Qingshan Xu, Wenbing Tao: Uncertainty-guided Multi-view Stereo Network for Depth Estimation. IEEE Transactions on Circuits and Systems for Video Technology, 2022
WTY-MVS5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
XXY-MVS15.00 13415.00 13615.00 14315.00 15015.00 15315.00 14915.00 15915.00 15015.00 15115.00 14515.00 15515.00 15015.00 14815.00 15115.00 150
EC-MVSNet0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
sss5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
Test_1112_low_res5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
1112_ss5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ab-mvs-re5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
ab-mvs5.90 1135.90 1145.90 1195.90 1275.90 1275.90 1265.90 1335.90 1275.90 1255.90 1235.90 1275.90 1265.90 1245.90 1275.90 127
TR-MVS40.00 13740.00 13940.00 14540.00 15340.00 15440.00 15040.00 17840.00 15340.00 15340.00 14740.00 17240.00 15340.00 15140.00 16540.00 161
MDTV_nov1_ep13_2view9.99 1389.99 1369.99 1379.99 1369.99 1389.99 1349.99 137
MDTV_nov1_ep139.99 1249.99 1379.99 1389.99 1369.99 1449.99 1379.99 1369.99 1339.99 1389.99 1379.99 1349.99 138
MIMVSNet1124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
MIMVSNet124.76 149140.93 15176.26 157107.44 167100.17 171329.88 16727.12 169259.44 16974.30 165204.34 16030.74 16192.41 159196.98 16338.15 15836.19 152
IterMVS-LS758.94 199856.56 204466.10 212606.60 219546.80 2272309.90 228122.20 2231402.80 227463.50 2131348.20 227192.60 226574.60 2251028.60 232234.60 223276.90 217
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 322
IterMVS615.05 193691.66 196385.23 202516.40 214454.80 2141863.80 223102.10 2101142.20 221364.10 2081093.20 223135.00 203480.40 210826.90 217181.20 205220.50 206
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 189581.17 190321.48 197361.02 197429.00 2131995.36 22578.48 193796.20 204283.32 199796.02 20196.78 189382.98 201636.72 208186.66 208152.46 191
MVS_111021_LR1136.45 2281298.72 231649.64 226756.17 241726.26 2423785.94 246138.15 2282190.64 250629.63 2362064.39 247165.45 214874.83 2381678.43 250279.70 228347.82 229
DP-MVS264.78 164296.02 166171.04 173191.70 180183.96 182827.10 19078.36 192438.24 180176.64 181435.12 17765.04 181230.52 183334.02 179117.96 18898.64 178
ACMMP++10000000.00 322
HQP-MVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
QAPM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
Vis-MVSNetpermissive2877.42 2543170.00 2571999.67 2751673.00 2642042.00 2928593.00 276474.00 2686452.00 2881268.00 2655125.00 276339.00 2473004.00 2894222.00 279384.00 236953.00 271
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2402452.68 2431143.53 2482938.33 3031446.92 2656083.19 257391.74 2563801.71 2621202.10 2613439.72 257492.73 2601304.35 2563048.25 264676.32 247679.32 248
IS-MVSNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
HyFIR lowres test2340.81 2442643.03 2471434.14 2532025.55 2821629.36 2736542.40 259412.49 2594219.70 2661547.02 2754328.52 265650.74 2761798.26 2623333.17 266727.72 255874.79 262
EPMVS999.00 219999.00 218999.00 239999.00 248999.00 253999.00 198999.00 302999.00 213999.00 248999.00 212999.00 294999.00 244999.00 224999.00 278999.00 275
PAPM_NR10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
TAMVS0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
PAPR10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
RPSCF394.81 175445.63 177242.35 181276.55 189253.63 1911207.27 21290.69 200715.56 196241.57 190684.87 191111.96 196320.02 191548.38 199133.81 189153.39 192
Vis-MVSNet (Re-imp)10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
test_04021110.00 2271260.00 230660.00 227900.00 246780.00 2453300.00 244210.00 2402040.00 248690.00 2381950.00 245300.00 242810.00 2351620.00 248330.00 234390.00 234
MVS_111021_HR3742.80 2664330.34 2691980.20 2732484.31 2912259.52 29514973.80 302515.90 2836500.13 2891949.21 2926146.89 281535.66 2652593.66 2804880.76 283986.37 2751087.43 283
CSCG826.03 211963.29 216414.24 203421.52 209426.11 2122230.35 226179.52 2371827.44 243733.43 243933.12 211281.25 239545.23 2151800.35 251262.64 225271.38 216
PatchMatch-RL10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
API-MVS4380.83 2734906.56 2752803.67 2893844.00 3063116.00 30813454.00 298901.00 3016511.00 2902794.00 3037365.00 290754.00 2853634.00 2996622.00 2991914.00 3031661.00 293
Test By Simon990.00 293
TDRefinement10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
USDC1000.00 2211000.00 2201000.00 2421000.00 2511000.00 2561000.00 2011000.00 3051000.00 2151000.00 2511000.00 2151000.00 2971000.00 2471000.00 2271000.00 2811000.00 278
EPP-MVSNet10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
PMMVS10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
PAPM10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
ACMMPcopyleft10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
Qingshan Xu, Weihang Kong, Wenbing Tao, Marc Pollefeys: Multi-Scale Geometric Consistency Guided and Planar Prior Assisted Multi-View Stereo. IEEE Transactions on Pattern Analysis and Machine Intelligence
CNLPA10738.67 28511772.44 2887637.33 2939120.00 3118206.00 31222252.00 3062010.00 31224984.00 3157458.00 30822596.00 3122940.00 30810260.00 31411100.00 3143492.00 3064446.00 304
PatchmatchNetpermissive492.52 186551.22 188316.40 196400.20 207357.90 2071277.10 214115.80 2131034.60 219315.90 203874.00 208155.10 209402.20 205629.50 207158.80 198189.10 201
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 28899999.00 29199999.00 30499999.00 32199999.00 32399999.00 31299999.00 32499999.00 31899999.00 31899999.00 31599999.00 31899999.00 31899999.00 31899999.00 31799999.00 315
F-COLMAP1878.17 2372113.11 2401173.33 2501231.00 2561174.00 2616297.00 258392.00 2573356.00 2591087.00 2573082.00 256361.00 2501670.00 2592523.00 259689.00 248676.00 247
ANet_high10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
wuyk23d10000000.00 29510000000.00 29810000000.00 30910000000.00 32610000000.00 32810000000.00 31710000000.00 32910000000.00 32310000000.00 32310000000.00 32010000000.00 32310000000.00 32310000000.00 32310000000.00 32210000000.00 320
OMC-MVS5022.26 2745748.82 2772842.58 2904905.27 3083101.27 30714933.60 301812.24 2959278.40 3042959.29 3048800.17 3011092.24 3013806.30 3007568.54 3061389.60 2961620.18 292
MG-MVS1256.50 2311432.00 234730.00 234610.00 220760.00 2434720.00 253169.00 2351920.00 246723.00 2422510.00 254201.00 2291050.00 2511645.00 249390.00 237380.00 232
AdaColmapbinary2570.77 2492948.61 2521437.24 2561873.64 2751526.60 2677819.77 270373.97 2534970.45 2731479.29 2724648.46 270525.80 2631904.97 2664150.42 277695.69 254880.14 265
uanet10000.00 27810000.00 28110000.00 29510000.00 31310000.00 31510000.00 28510000.00 31810000.00 30610000.00 31010000.00 30310000.00 31110000.00 30810000.00 30810000.00 30910000.00 307
ITE_SJBPF2014.00 2761998.00 2771992.00 290701.00 2925989.00 2801812.00 2913612.00 261650.00 2752852.00 2884601.00 2821195.00 2911198.00 288
DeepMVS_CXcopyleft1.00 711.00 781.00 781.00 791.00 781.00 771.00 751.00 771.00 781.00 761.00 761.00 76
TinyColmap1000.00 2211000.00 2201000.00 2421000.00 2511000.00 2561000.00 2011000.00 3051000.00 2151000.00 2511000.00 2151000.00 2971000.00 2471000.00 2271000.00 2811000.00 278
MAR-MVS3973.16 2674387.92 2702728.86 2883345.27 3053341.39 30911403.90 294798.76 2946555.62 2912569.29 3026514.86 283834.97 2883237.43 2985891.08 2891577.54 2971607.76 290
Zhenyu Xu, Yiguang Liu, Xuelei Shi, Ying Wang, Yunan Zheng: MARMVS: Matching Ambiguity Reduced Multiple View Stereo for Efficient Large Scale Scene Reconstruction. CVPR 2020
LF4IMVS2699.50 2523049.67 2541649.00 2631755.00 2701689.00 2778330.00 274464.00 2674997.00 2741528.00 2734763.00 272568.00 2672296.00 2744215.00 278827.00 267962.00 272
MSDG32606.17 28734443.44 29027094.33 30329249.00 32025246.00 32251144.00 3116705.00 31642886.00 31722888.00 31748534.00 31413263.00 31737507.00 31779298.00 31716024.00 31618530.00 313
LS3D7684.71 2768776.23 2794410.16 2925298.55 3095631.53 31134329.90 3091504.57 31111554.00 3133896.41 30515111.00 310812.19 2865985.63 3063516.20 2702963.23 3051613.31 291
CLD-MVS7338.25 2758341.00 2784330.00 2914902.00 3074991.00 31023318.00 307728.00 29314437.00 3144378.00 30613379.00 309824.00 2875708.00 30511429.00 3151674.00 3022291.00 302
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2341495.59 2361141.23 247648.01 236893.85 2504124.00 249503.81 2763219.04 257742.72 2442498.84 253157.98 2101727.83 260832.93 218732.98 258802.00 252
Gipumacopyleft689.75 198767.00 199458.00 211613.00 226549.00 2291943.00 224187.00 2381230.00 223518.00 2231092.00 222203.00 231564.00 216892.00 220225.00 221261.00 215
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015