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 15.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
ACMH+729.97 2661.38 153754.00 156383.51 158368.96 159376.38 1642483.74 19582.42 1581089.25 179333.39 1631219.68 18366.53 155573.60 180957.86 178184.14 164200.56 162
PMVScopyleft863.65 3957.08 1711054.11 180666.00 186401.00 164495.00 1723790.00 203279.00 1981607.00 198521.00 1801745.00 19890.00 1561105.00 209639.00 165415.00 194398.00 191
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 152700.96 155362.78 157426.10 166409.25 1671822.69 180124.42 1791186.23 181366.85 1661079.42 180190.60 182451.78 166930.72 177181.59 163227.30 164
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 1721106.11 182553.33 174494.00 169534.00 1743581.00 201136.00 1811585.00 197478.00 1771871.00 20090.00 156839.00 1921460.00 200260.00 180287.00 175
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 167937.18 170506.69 172645.55 190585.72 1852477.98 194130.52 1801578.29 196509.50 1781460.01 194194.90 184637.19 1871170.78 197267.07 183297.17 176
ACMP1246.57 71086.24 1801235.17 184639.45 181596.53 173639.91 1913904.24 204152.04 1871851.54 201566.58 1861997.95 202138.50 168938.30 1961605.46 202303.70 189340.14 182
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 1841332.72 187662.07 185584.90 171715.99 1964373.59 208153.99 1891880.27 202709.02 1962316.97 204188.63 181939.89 1971484.30 201302.78 188330.34 181
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 1731066.82 181673.70 187706.94 193695.69 1942669.02 199153.52 1882108.17 205605.54 1871679.14 197213.26 192886.75 1951236.76 199229.01 178438.67 192
OpenMVS_ROBcopyleft1936.51 101959.51 1932224.88 1971163.39 2051253.91 2121434.22 2197065.71 218272.76 1972472.29 2091647.54 2413538.72 215200.37 1851496.48 2142575.17 215997.45 231559.48 195
COLMAP_ROBcopyleft2144.59 111658.33 1911869.33 1931025.33 2021030.00 2101023.00 2155311.00 211359.00 2063044.00 212937.00 2032892.00 211332.00 2021440.00 2132312.00 212607.00 197613.00 198
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 1901886.82 194481.89 169847.73 197830.16 2027943.84 228189.23 1942398.83 208691.73 1952341.13 205209.16 190230.25 1541999.25 210360.46 191385.25 189
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 1972530.89 2001459.67 2151767.00 2281591.00 2247932.00 227399.00 2123643.00 2161176.00 2163569.00 216297.00 1971927.00 2233302.00 219693.00 208861.00 216
3Dnovator2482.06 142531.17 2022839.56 2051606.00 2171732.00 2241557.00 2238375.00 231483.00 2244370.00 2241371.00 2264200.00 220350.00 2042207.00 2283877.00 226798.00 2201054.00 236
CMPMVSbinary2623.62 151983.08 1942156.14 1961463.89 2161414.80 2171517.00 2215239.20 210867.40 2453310.30 2141128.70 2153489.90 214366.75 2072030.20 2272427.60 2131160.60 241844.46 215
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 1962474.00 1991349.67 2081407.00 2161356.00 2187164.00 219475.00 2233970.00 2191237.00 2203765.00 218451.00 2121891.00 2213006.00 217791.00 219802.00 208
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2103537.00 2131975.67 2272310.00 2412005.00 24510100.00 243626.00 2395753.00 2341803.00 2445179.00 233487.00 2142622.00 2384550.00 2351025.00 2391300.00 240
DeepPCF-MVS3452.42 182670.71 2063021.57 2081618.12 2182377.67 2431751.39 2378915.70 234567.44 2344569.74 2261236.84 2194615.63 225513.23 2162291.32 2293515.48 223882.39 225811.66 210
DeepC-MVS3917.13 193155.06 2113601.83 2141814.72 2252515.52 2461941.53 24210432.50 245589.42 2354789.45 2271298.65 2227677.31 247578.35 2222589.53 2343611.78 225923.52 228913.10 221
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 1982597.03 2011297.84 2071701.20 2201332.37 2178105.11 229451.45 2194031.84 2201099.10 2143966.50 219467.45 2131734.05 2172701.68 216848.94 223827.11 213
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2143806.99 2172078.63 2312535.47 2472499.25 2518816.16 233456.05 2206255.60 2401664.52 2426704.88 239629.95 2262768.38 2416343.93 248856.35 224968.25 227
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 23410002.44 23712195.33 2506242.00 2598768.00 26230896.00 2584451.00 26310331.00 2606247.00 25818296.00 260283.00 19621484.00 2637364.00 2515912.00 2586334.00 256
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 23622805.00 23925097.33 25115500.00 26519201.00 26742712.00 2606055.00 26438388.00 26416926.00 26438534.00 2627071.00 26135653.00 26429475.00 26310584.00 26320438.00 262
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
GeoE19.41 11022.09 11211.37 11517.21 12511.30 12450.50 1294.30 10633.60 12511.70 12444.50 1257.30 11118.90 12522.60 1237.10 1113.90 98
test_method18.29 10920.89 11110.50 11415.00 12313.00 12655.00 1303.00 10534.00 12611.50 12232.50 1205.00 10013.50 12327.00 1245.00 1005.00 100
Anonymous2024052110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
hse-mvs30.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
hse-mvs20.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
CL-MVSNet_2432*16000.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
KD-MVS_2432*16001.30 491.30 501.30 551.30 621.30 631.30 611.30 641.30 621.30 611.30 591.30 611.30 621.30 601.30 601.30 60
DIV-MVS_2432*16000.60 380.60 380.60 420.60 490.60 490.60 500.60 500.60 490.60 480.60 460.60 480.60 490.60 460.60 480.60 47
AUN-MVS0.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
ZD-MVS1584.00 2181821.00 241378.00 2093721.00 2171231.00 2181833.00 199321.00 2011224.00 2112103.00 211692.00 207
test1172216.26 135257.16 13793.57 143310.10 156111.10 15431.10 12445.10 155192.73 134176.39 152512.31 15166.33 15478.35 133891.20 17589.18 15091.27 149
SR-MVS-dyc-post11.55 10711.55 10911.55 11611.55 12211.55 12511.55 12211.55 13111.55 12311.55 12311.55 11811.55 12511.55 12211.55 12011.55 12311.55 122
RE-MVS-def610.10 151610.10 177610.10 189610.10 156610.10 236610.10 160610.10 189610.10 157610.10 223610.10 160610.10 198610.10 196
SED-MVS4062.74 2244671.13 2262237.56 2322643.17 2482465.14 25013996.40 251493.26 2257619.38 2542107.24 2477416.93 246610.24 2253088.29 2486075.14 2471078.39 2401159.26 238
IU-MVS2725.60 2492598.35 252515.86 2297016.02 2482363.85 2485973.88 2431620.04 2491732.56 245
OPU-MVS2451.45 2382725.60 2492598.35 2529203.30 2356894.28 240887.23 2413023.43 2445973.88 2431620.04 2491732.56 245
test_241102_TWO515.86 2297016.02 2482363.85 2486894.28 240887.23 2413023.43 2445973.88 2431620.04 2491732.56 245
test_241102_ONE2725.60 2492598.35 252515.86 2297016.02 2482363.85 2486894.28 240887.23 2413023.43 244
xxxxxxxxxxxxxcwj0.00 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
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
ETH3D cwj APD-0.160.00 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
cl-mvsnet210000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
miper_ehance_all_eth10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
miper_enhance_ethall10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ZNCC-MVS9999.00 2309999.00 2339999.00 2469999.00 2619999.00 2639999.00 2399999.00 2669999.00 2569999.00 2609999.00 2549999.00 2629999.00 2589999.00 2579999.00 2599999.00 257
ETH3 D test64000.00 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
cl-mvsnet____10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
cl-mvsnet110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
eth_miper_zixun_eth10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testtj10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
uanet_test1000.00 1761000.00 1751000.00 1981000.00 2061000.00 2111000.00 1661000.00 2541000.00 1741000.00 2071000.00 1741000.00 2491000.00 2031000.00 1831000.00 2351000.00 232
ETH3D-3000-0.10.00 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 10.00 1
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
UniMVSNet_ETH3D10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
EIA-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
miper_refine_blended1.30 491.30 501.30 551.30 621.30 631.30 611.30 641.30 621.30 611.30 591.30 611.30 621.30 601.30 601.30 60
miper_lstm_enhance10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ETV-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
CS-MVS0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
D2MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
DVP-MVS3981.10 2224731.32 2271730.42 2222191.51 2401949.98 24316473.90 255355.33 2057172.90 2521622.98 2407879.79 248434.33 2112428.11 2335762.12 241689.04 205813.18 211
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 2301363.85 2234894.28 228387.23 2082023.43 2243973.88 227620.04 200732.56 205
test_0728_SECOND1451.45 2131725.60 2211598.35 2259203.30 235315.86 2012023.43 2243973.88 227620.04 200732.56 205
test07261725.60 2211598.35 2259203.30 235315.86 2015016.02 2301363.85 2234894.28 228387.23 208
SR-MVS610.10 149610.10 151610.10 180610.10 177610.10 189610.10 156610.10 236610.10 160610.10 189610.10 157610.10 223610.10 183610.10 160610.10 198610.10 196
DPM-MVS3268.00 2123762.89 2151783.33 2231756.00 2261806.00 23912319.00 247307.00 1996319.00 2411557.00 2345763.00 234302.00 1992609.00 2365061.00 238482.00 195935.00 223
GST-MVS4000.00 2234533.33 2252400.00 2332400.00 2442400.00 2497200.00 2202400.00 2627200.00 2532400.00 2527200.00 2442400.00 2592400.00 2327200.00 2502400.00 2552400.00 254
test_yl10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thisisatest053010000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Anonymous2024052910000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Anonymous20240521110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
DCV-MVSNet10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
tttt051710000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
our_test_310000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thisisatest051510000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ppachtmachnet_test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
SMA-MVScopyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
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
GSMVS10000000.00 268
DPE-MVScopyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 27210000000.00 27410000000.00 271
test_part110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thres100view90010000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
tfpnnormal10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
tfpn200view910000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
cl_fuxian10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
CHOSEN 280x4202340.81 1992643.03 2021434.14 2092025.55 2371629.36 2286542.40 215412.49 2134219.70 2211547.02 2314328.52 221650.74 2281798.26 2183333.17 220727.72 210874.79 217
CANet110.62 119124.04 12170.34 12782.03 13574.27 139325.54 14025.25 136207.16 13569.28 137194.38 13127.53 13395.79 141147.76 13437.43 13040.97 140
Fast-Effi-MVS+-dtu0.44 350.44 360.44 400.44 470.44 470.44 470.44 480.44 470.44 460.44 440.44 460.44 470.44 450.44 450.44 45
Effi-MVS+-dtu0.59 370.61 390.53 410.68 530.53 480.53 480.68 540.68 530.53 470.53 450.68 520.53 480.68 510.53 460.53 46
CANet_DTU110.62 119124.04 12170.34 12782.03 13574.27 139325.54 14025.25 136207.16 13569.28 137194.38 13127.53 13395.79 141147.76 13437.43 13040.97 140
MVS_0304110.62 119124.04 12170.34 12782.03 13574.27 139325.54 14025.25 136207.16 13569.28 137194.38 13127.53 13395.79 141147.76 13437.43 13040.97 140
MP-MVS-pluss833433.63 2401111219.60 24675.70 13174.28 13373.29 137284.50 13511.35 129238.58 14165.86 135255.35 14814.55 128115.69 15110000000.00 27031.94 12838.12 134
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2254911.12 2292451.45 2382725.60 2492598.35 25216203.30 254515.86 2297016.02 2482363.85 2486894.28 240887.23 2413023.43 2445973.88 2431620.04 2491732.56 245
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 27210000000.00 268
sam_mvs10000000.00 272
IterMVS-SCA-FT10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
TSAR-MVS + MP.3528.01 2154065.89 2221914.35 2262349.10 2422141.30 24712362.70 249417.60 2176717.80 2471759.40 2436497.50 237518.18 2172629.38 2395164.32 240806.40 221972.38 228
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 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
OPM-MVS3268.00 2123762.89 2151783.33 2231756.00 2261806.00 23912319.00 247307.00 1996319.00 2411557.00 2345763.00 234302.00 1992609.00 2365061.00 238482.00 195935.00 223
ACMMP_NAP118.81 123133.18 12575.70 13174.28 13373.29 137284.50 13511.35 129238.58 14165.86 135255.35 14814.55 128115.69 151222.18 15031.94 12838.12 134
ambc999.00 195999.00 203999.00 208999.00 163999.00 251999.00 204999.00 171999.00 246999.00 200999.00 180999.00 232999.00 229
zzz-MVS833442.10 2411111233.77 24767.09 12565.59 13164.81 135284.50 13510000000.00 275219.97 13959.62 133229.89 14212.72 126103.00 148203.67 14827.93 12633.46 125
MTGPAbinary10000000.00 275
mvs-test10.68 420.68 430.68 470.68 530.68 540.68 540.68 540.68 530.68 530.68 510.68 520.68 540.68 510.68 520.68 52
Effi-MVS+0.58 360.56 370.62 430.53 480.62 500.53 480.53 490.53 480.62 490.62 470.53 470.62 500.62 470.53 460.62 48
xiu_mvs_v2_base10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
xiu_mvs_v1_base10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
new-patchmatchnet766.12 156859.03 161487.38 171595.68 172536.14 1752346.27 186142.51 1841488.08 188422.43 1671361.32 187163.65 172628.60 1851003.74 187207.61 169297.41 177
pmmvs610000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
pmmvs510000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test_post110000000.00 26710000000.00 26910000000.00 27210000000.00 27110000000.00 270
test_post10000000.00 26910000000.00 27210000000.00 271
Fast-Effi-MVS+0.41 340.40 230.41 390.41 460.41 460.41 460.35 350.41 460.41 450.41 430.41 450.41 460.41 440.41 440.41 44
patchmatchnet-post10000000.00 26910000000.00 27210000000.00 271
Anonymous2023121110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
pmmvs-eth3d10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
GG-mvs-BLEND596.01 178611.29 179600.33 186790.30 159513.12 227552.71 182567.40 152662.54 233531.67 168503.93 154779.80 214656.02 199
xiu_mvs_v1_base_debi10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
Anonymous2023120610000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
MTAPA833442.10 2411111233.77 24767.09 12565.59 13164.81 135284.50 13510000000.00 275219.97 13959.62 133229.89 14212.72 126103.00 148203.67 14827.93 12633.46 125
MTMP10000000.00 26710000000.00 275
gm-plane-assit611.29 179600.33 186579.21 156567.40 152531.67 168503.93 154
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 142533.67 144293.33 149376.00 160318.00 1591461.00 17596.00 162835.00 166290.00 159804.00 16497.00 159383.00 161688.00 169156.00 154179.00 158
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 148605.37 150562.67 175617.29 183500.33 173772.30 158413.12 216579.21 156552.71 182567.40 152662.54 233531.67 168503.93 154779.80 214656.02 199
SCA10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Patchmatch-test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 142533.67 144293.33 149376.00 160318.00 1591461.00 17596.00 162835.00 166290.00 159804.00 16497.00 159383.00 161688.00 169156.00 154179.00 158
Patchmatch-RL test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
cdsmvs_eth3d_5k10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
pcd_1.5k_mvsjas10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
agg_prior10.00 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
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 137412.78 139246.00 147231.00 153197.00 1561293.00 174376.00 208756.00 164609.00 18871.00 126106.00 163195.00 153102.00 132171.00 161346.00 184
canonicalmvs10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
anonymousdsp10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
alignmvs2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
nrg0302.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
v1441920.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
FIs10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
v19219200.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
UA-Net10000.00 23110000.00 23410000.00 24710000.00 26210000.00 26410000.00 24010000.00 26710000.00 25710000.00 26110000.00 25510000.00 26310000.00 25910000.00 25810000.00 26010000.00 258
v11920.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
FC-MVSNet-test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
v11440.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
sosnet-low-res10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
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
v1480.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
sosnet1000.00 1761000.00 1751000.00 1981000.00 2061000.00 2111000.00 1661000.00 2541000.00 1741000.00 2071000.00 1741000.00 2491000.00 2031000.00 1831000.00 2351000.00 232
uncertanet10000.00 23110000.00 23410000.00 24710000.00 26210000.00 26410000.00 24010000.00 26710000.00 25710000.00 26110000.00 25510000.00 26310000.00 25910000.00 25810000.00 26010000.00 258
AllTest10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
TestCases10000000.00 25810000000.00 27210000000.00 27410000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
v7n0.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
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
bset_n11_16_dypcd10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
RRT_MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
PS-MVSNAJss10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
PS-MVSNAJ10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
jajsoiax10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
mvs_tets10.28 9710.28 9910.28 10410.28 11110.28 11410.28 11210.28 11910.28 11310.28 11210.28 10810.28 11410.28 11210.28 11010.28 11310.28 112
#test#0.00 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
EI-MVSNet-UG-set1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
EI-MVSNet-Vis-set1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Regformer-31.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Regformer-41.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Regformer-11.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Regformer-21.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
HPM-MVS++copyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test_prior40.00 10.00 1
XVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
v12400.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
test_prior30.00 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
pm-mvs110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
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
v80.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
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
11210.00 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
LFMVS2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
VDD-MVS2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
VDDNet2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
v100.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
VPNet2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
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
v2v4820.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
V420.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
SD-MVS2654.53 2053055.56 2101451.45 2131725.60 2211598.35 2259203.30 235315.86 2015016.02 2301363.85 2234894.28 228387.23 2082023.43 2243973.88 227620.04 200732.56 205
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-MVS0.40 220.40 230.40 270.40 340.40 340.40 340.40 360.40 340.40 330.40 310.40 330.40 340.40 320.40 320.40 32
MSLP-MVS++1242.93 1851411.08 188738.48 191712.71 194712.68 1954168.17 206136.50 1822276.40 207613.28 1912368.60 207161.61 1711130.38 2101964.54 209297.88 186372.39 187
APDe-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
APD-MVS_3200maxsize10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ADS-MVSNet2443.33 140482.84 141324.79 155434.94 167387.73 1651110.57 17087.69 159887.02 168282.92 156779.29 16198.57 161422.76 164502.40 152162.19 159163.87 154
EI-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Regformer1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
CVMVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
pmmvs410000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
EU-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
VNet2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
test-LLR10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
TESTMET0.1,110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test-mter10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
VPA-MVSNet2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
ACMMPR1296.60 1871480.82 190743.96 192899.25 200763.47 1994305.47 207143.90 1852530.94 210683.99 1932346.34 206201.65 1871098.25 2081920.59 208295.21 185370.16 186
testgi10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test20.0310000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thres600view710000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ADS-MVSNet443.33 140482.84 141324.79 155434.94 167387.73 1651110.57 17087.69 159887.02 168282.92 156779.29 16198.57 161422.76 164502.40 152162.19 159163.87 154
MP-MVScopyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thres40010000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test12310000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
thres20010000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test0.0.03 110000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
pmmvs310000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
EMVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
E-PMN10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
PGM-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
LCM-MVSNet-Re0.89 450.89 460.89 500.89 570.89 570.89 570.89 580.89 570.89 560.89 540.89 560.89 570.89 550.89 550.89 55
LCM-MVSNet0.37 210.36 220.37 260.37 330.37 330.37 330.32 340.37 330.37 320.37 300.37 320.37 330.37 310.37 310.37 31
MCST-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
mvs_anonymous774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
MVS_Test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
MDA-MVSNet-bldmvs1.20 461.20 471.20 521.20 591.20 601.20 581.20 611.20 591.20 581.20 561.20 581.20 591.20 571.20 571.20 57
CDPH-MVS6.66 966.66 976.66 1026.66 1096.66 1106.66 1096.66 1166.66 1106.66 1086.66 1066.66 1106.66 1096.66 1076.66 1106.66 110
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvs774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
diffmvs774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
baseline2774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
baseline1774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
YYNet11.20 461.20 471.20 521.20 591.20 601.20 581.20 611.20 591.20 581.20 561.20 581.20 591.20 571.20 571.20 57
PMMVS210000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
MDA-MVSNet_test_wron1.20 461.20 471.20 521.20 591.20 601.20 581.20 611.20 591.20 581.20 561.20 581.20 591.20 571.20 571.20 57
tpmvs501.65 145567.42 147304.33 152395.39 162356.32 1621512.04 178216.53 196994.15 171350.16 164804.16 166119.38 165380.98 158555.14 159159.87 157175.69 157
PM-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
HQP_MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
plane_prior710000000.00 27210000000.00 274
plane_prior610000000.00 27210000000.00 27410000000.00 272
plane_prior510000000.00 27510000000.00 27110000000.00 27010000000.00 27010000000.00 268
plane_prior410000000.00 269
plane_prior310000000.00 27410000000.00 27110000000.00 271
plane_prior210000000.00 26710000000.00 271
plane_prior110000000.00 272
plane_prior1.00 582.00 902.00 912.00 89
PS-CasMVS1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
UniMVSNet_NR-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
PEN-MVS1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
TransMVSNet (Re)1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
DTE-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
DU-MVS1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
UniMVSNet (Re)1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
CP-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
WR-MVS_H1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
WR-MVS1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
NR-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
Baseline_NR-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
TranMVSNet+NR-MVSNet1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
TSAR-MVS + GP.1386.84 1881622.84 192678.81 188952.13 202840.17 2035358.21 212170.75 1912650.47 211713.54 1972394.28 208209.42 191855.56 1931854.36 207302.42 187340.71 183
abl_60.00 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
n214.20 132
nn1.42 66
mPP-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
door-mid1.42 66
XVG-OURS-SEG-HR999999.00 243999999.00 243999999.00 255999999.00 269999999.00 271999999.00 264999999.00 272999999.00 268999999.00 268999999.00 266999999.00 269999999.00 268999999.00 267999999.00 267999999.00 265
DWT-MVSNet_test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
MVSFormer1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
jason1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
jason: jason.
lupinMVS1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
test_djsdf1.42 511.42 521.42 571.42 641.42 651.42 631.42 661.42 641.42 631.42 611.42 631.42 641.42 621.42 621.42 62
HPM-MVS_fast10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
RRT_test8_iter0510000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
K. test v3877.74 169980.16 172570.46 1771316.85 215813.15 2012565.52 197103.78 1681509.49 195548.33 1811258.90 184219.93 193587.82 1821102.37 196196.30 166310.42 179
lessismore_v0569.20 176667.25 192644.68 19296.45 164428.86 1691514.17 195204.21 189756.58 1891061.60 189197.79 167306.34 178
SixPastTwentyTwo773.62 157869.37 163486.35 170603.45 174547.15 1832532.14 196106.92 1691434.95 187428.08 1681360.56 186165.15 173628.96 186984.09 179209.01 170282.94 174
OurMVSNet-221017-0999.00 174999.00 173999.00 195999.00 203999.00 208999.00 163999.00 251999.00 172999.00 204999.00 171999.00 246999.00 200999.00 180999.00 232999.00 229
HPM-MVScopyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 243999999.00 243999999.00 255999999.00 269999999.00 271999999.00 264999999.00 272999999.00 268999999.00 268999999.00 266999999.00 269999999.00 268999999.00 267999999.00 267999999.00 265
XVG-ACMP-BASELINE999999.00 243999999.00 243999999.00 255999999.00 269999999.00 271999999.00 264999999.00 272999999.00 268999999.00 268999999.00 266999999.00 269999999.00 268999999.00 267999999.00 267999999.00 265
LPG-MVS_test10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
LGP-MVS_train10000000.00 25810000000.00 27210000000.00 27410000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
baseline774.90 158882.28 164452.77 161636.50 184537.20 1762348.80 187120.30 1721504.30 189474.40 1711371.10 188186.90 175564.70 1741078.90 190219.30 171256.40 165
test111.00 59
door99.00 166
EPNet_dtu10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 1992643.03 2021434.14 2092025.55 2371629.36 2286542.40 215412.49 2134219.70 2211547.02 2314328.52 221650.74 2281798.26 2183333.17 220727.72 210874.79 217
EPNet10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 274
HQP-NCC10000000.00 27210000000.00 26710000000.00 27110000000.00 271
ACMP_Plane10000000.00 27210000000.00 26710000000.00 27110000000.00 271
APD-MVScopyleft1000000000.00 3441000000000.00 3471000000000.00 3581000000000.00 3791000000000.00 3801000000000.00 3701000000000.00 3811000000000.00 3751000000000.00 3761000000000.00 3741000000000.00 3791000000000.00 3761000000000.00 3741000000000.00 3741000000000.00 372
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 270
HQP4-MVS10000000.00 27110000000.00 27110000000.00 268
HQP3-MVS10000000.00 27510000000.00 270
HQP2-MVS10000000.00 272
CNVR-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
NCCC10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
114514_t99999.00 23899999.00 24199999.00 25399999.00 26799999.00 26999999.00 26299999.00 27099999.00 26699999.00 26699999.00 26499999.00 26799999.00 26699999.00 26599999.00 26599999.00 263
CP-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
DSMNet-mixed131.33 131143.00 13396.33 14499.00 14181.00 143201.00 13245.00 154335.00 15399.00 151251.00 14738.00 147110.00 150120.00 13399.00 15198.00 150
tpm23617.85 2164007.23 2182449.73 2342012.71 2331698.05 2337351.19 221869.29 2466132.06 2361588.28 2368007.42 2491281.09 2553888.11 2527472.04 2521351.00 2431763.02 249
NP-MVS10000000.00 27210000000.00 27410000000.00 269
EG-PatchMatch MVS437.03 139493.12 143268.77 148264.80 154260.20 1581491.80 17798.00 165723.20 163238.80 154722.40 16063.10 152382.00 159629.00 162207.00 168164.10 156
tpm cat13617.85 2164007.23 2182449.73 2342012.71 2331698.05 2337351.19 221869.29 2466132.06 2361588.28 2368007.42 2491281.09 2553888.11 2527472.04 2521351.00 2431763.02 249
SteuartSystems-ACMMP2891.50 2093284.78 2121711.67 2211954.00 2311655.00 23110117.00 244445.00 2185102.00 2331375.00 2275126.00 232351.00 2052638.00 2404402.00 234691.00 206842.00 214
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2164007.23 2182449.73 2342012.71 2331698.05 2337351.19 221869.29 2466132.06 2361588.28 2368007.42 2491281.09 2553888.11 2527472.04 2521351.00 2431763.02 249
CR-MVSNet612.36 150617.81 153596.01 178611.29 179600.33 186790.30 159513.12 227579.21 156552.71 182567.40 152662.54 233531.67 168503.93 154779.80 214656.02 199
JIA-IIPM804.30 165835.64 159710.26 189885.90 198895.90 206455.98 154668.73 2401297.17 1831002.26 2111001.67 178655.98 231756.98 190667.90 166885.21 226477.90 193
Patchmtry1090.75 1811198.88 183766.38 1931290.90 213485.90 1712423.98 1931267.30 2581297.17 183923.90 201923.40 1691215.54 254990.23 198667.90 166779.80 214823.02 212
PatchT856.34 168860.99 162842.38 1941290.90 213880.90 204790.30 1591267.30 258579.21 156923.90 201567.40 152662.54 233990.23 198887.56 174779.80 214656.02 199
tpmrst2557.50 2032847.12 2061688.66 2201784.08 2291778.25 2387445.50 225342.14 2044471.54 2251534.55 2304382.10 224530.10 2192361.21 2314142.81 230991.22 230926.51 222
BH-w/o40.00 11140.00 11340.00 11940.00 12640.00 12840.00 12540.00 15040.00 12740.00 12740.00 12140.00 14840.00 12740.00 12540.00 14140.00 136
tpm3617.85 2164007.23 2182449.73 2342012.71 2331698.05 2337351.19 221869.29 2466132.06 2361588.28 2368007.42 2491281.09 2553888.11 2527472.04 2521351.00 2431763.02 249
DELS-MVS514.57 146587.73 149295.12 151343.03 157328.09 1611540.48 179116.22 171988.59 170325.44 162906.22 168119.86 166365.72 157788.60 171161.09 158191.55 161
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 11140.00 11340.00 11940.00 12640.00 12840.00 12540.00 15040.00 12740.00 12740.00 12140.00 14840.00 12740.00 12540.00 14140.00 136
RPMNet787.26 164829.13 158661.63 184885.90 198895.90 206455.98 154610.10 2361297.17 1831002.26 2111001.67 178655.98 231611.10 184667.90 166885.21 226477.90 193
MVSTER890.06 1701005.91 179542.52 173736.13 195653.90 1932616.56 198145.22 1861692.10 199555.69 1851554.72 196266.25 194660.02 1881219.66 198266.84 182313.64 180
CPTT-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
GBi-Net44.67 11549.24 11730.96 11847.53 13047.57 132126.09 1318.00 11776.99 13126.09 12673.50 12711.27 12430.55 12661.12 12912.58 12414.75 123
PVSNet_Blended_VisFu136.90 132155.40 13481.40 140111.00 14996.20 144407.00 15125.90 140251.60 14385.10 148240.50 14437.00 14499.90 145199.80 14540.70 14548.10 144
PVSNet_BlendedMVS136.90 132155.40 13481.40 140111.00 14996.20 144407.00 15125.90 140251.60 14385.10 148240.50 14437.00 14499.90 145199.80 14540.70 14548.10 144
UnsupCasMVSNet_eth5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
UnsupCasMVSNet_bld5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
PVSNet_Blended136.90 132155.40 13481.40 140111.00 14996.20 144407.00 15125.90 140251.60 14385.10 148240.50 14437.00 14499.90 145199.80 14540.70 14548.10 144
FMVSNet5124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
test1124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
new_pmnet88.14 11798.62 11856.70 12398.14 13956.07 133246.79 13315.37 134148.06 13250.77 131143.13 12823.35 13162.65 13193.26 13068.71 14851.38 147
FMVSNet3124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
dp87.20 116113.80 1207.42 10310.50 1218.88 111298.82 1392.70 104510.35 1557.79 109172.93 1303.37 999.16 11014.00 1213.71 994.23 99
FMVSNet2124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
FMVSNet1124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
N_pmnet88.14 11798.62 11856.70 12398.14 13956.07 133246.79 13315.37 134148.06 13250.77 131143.13 12823.35 13162.65 13193.26 13068.71 14851.38 147
cascas2.00 782.00 792.00 842.00 912.00 922.00 902.00 952.00 912.00 902.00 882.00 902.00 912.00 892.00 892.00 89
BH-RMVSNet40.00 11140.00 11340.00 11940.00 12640.00 12840.00 12540.00 15040.00 12740.00 12740.00 12140.00 14840.00 12740.00 12540.00 14140.00 136
UGNet110.62 119124.04 12170.34 12782.03 13574.27 139325.54 14025.25 136207.16 13569.28 137194.38 13127.53 13395.79 141147.76 13437.43 13040.97 140
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-MVS5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
XXY-MVS15.00 10815.00 11015.00 11715.00 12315.00 12715.00 12315.00 13315.00 12415.00 12515.00 11915.00 13015.00 12415.00 12215.00 12515.00 124
sss5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
Test_1112_low_res5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
1112_ss5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
ab-mvs-re5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
ab-mvs5.90 875.90 885.90 935.90 1005.90 1015.90 1005.90 1075.90 1015.90 995.90 975.90 1015.90 1005.90 985.90 1015.90 101
TR-MVS40.00 11140.00 11340.00 11940.00 12640.00 12840.00 12540.00 15040.00 12740.00 12740.00 12140.00 14840.00 12740.00 12540.00 14140.00 136
MDTV_nov1_ep13_2view9.99 1129.99 1109.99 1119.99 1109.99 1129.99 1089.99 111
MDTV_nov1_ep139.99 989.99 1109.99 1129.99 1109.99 1189.99 1119.99 1109.99 1079.99 1129.99 1119.99 1089.99 112
MIMVSNet1124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
MIMVSNet124.76 124140.93 12676.26 133107.44 142100.17 147329.88 14427.12 143259.44 14674.30 141204.34 13530.74 13792.41 134196.98 13838.15 13436.19 127
IterMVS-LS758.94 155856.56 160466.10 168606.60 175546.80 1822309.90 185122.20 1781402.80 186463.50 1701348.20 185192.60 183574.60 1811028.60 188234.60 179276.90 173
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 430.88 440.88 480.88 550.88 550.88 550.88 560.88 550.88 540.88 520.88 540.88 550.88 530.88 530.88 53
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 270
IterMVS615.05 151691.66 154385.23 159516.40 170454.80 1701863.80 181102.10 1671142.20 180364.10 1651093.20 182135.00 167480.40 167826.90 172181.20 162220.50 163
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 147581.17 148321.48 154361.02 158429.00 1691995.36 18378.48 157796.20 165283.32 158796.02 16396.78 158382.98 160636.72 164186.66 165152.46 152
MVS_111021_LR1136.45 1831298.72 186649.64 182756.17 196726.26 1973785.94 202138.15 1832190.64 206629.63 1922064.39 203165.45 174874.83 1941678.43 205279.70 184347.82 185
DP-MVS264.78 136296.02 138171.04 145191.70 152183.96 155827.10 16278.36 156438.24 154176.64 153435.12 15065.04 153230.52 155334.02 151117.96 15298.64 151
ACMMP++10000000.00 270
HQP-MVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
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 2083170.00 2111999.67 2291673.00 2192042.00 2468593.00 232474.00 2226452.00 2431268.00 2215125.00 231339.00 2033004.00 2434222.00 233384.00 192953.00 225
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 1952452.68 1981143.53 2042938.33 2531446.92 2206083.19 213391.74 2103801.71 2181202.10 2173439.72 213492.73 2151304.35 2123048.25 218676.32 203679.32 204
IS-MVSNet10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
HyFIR lowres test2340.81 1992643.03 2021434.14 2092025.55 2371629.36 2286542.40 215412.49 2134219.70 2211547.02 2314328.52 221650.74 2281798.26 2183333.17 220727.72 210874.79 217
EPMVS999.00 174999.00 173999.00 195999.00 203999.00 208999.00 163999.00 251999.00 172999.00 204999.00 171999.00 246999.00 200999.00 180999.00 232999.00 229
PAPM_NR10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
TAMVS0.88 430.88 440.88 480.88 550.88 550.88 550.88 560.88 550.88 540.88 520.88 540.88 550.88 530.88 530.88 53
PAPR10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
RPSCF394.81 138445.63 140242.35 146276.55 155253.63 1571207.27 17290.69 161715.56 162241.57 155684.87 159111.96 164320.02 156548.38 158133.81 153153.39 153
Vis-MVSNet (Re-imp)10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
test_04021110.00 1821260.00 185660.00 183900.00 201780.00 2003300.00 200210.00 1952040.00 204690.00 1941950.00 201300.00 198810.00 1911620.00 203330.00 190390.00 190
MVS_111021_HR3742.80 2204330.34 2231980.20 2282484.31 2452259.52 24814973.80 253515.90 2336500.13 2441949.21 2466146.89 236535.66 2202593.66 2354880.76 237986.37 2291087.43 237
CSCG826.03 166963.29 171414.24 160421.52 165426.11 1682230.35 184179.52 1921827.44 200733.43 199933.12 170281.25 195545.23 1721800.35 206262.64 181271.38 172
PatchMatch-RL10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
API-MVS4380.83 2264906.56 2282803.67 2413844.00 2553116.00 25713454.00 250901.00 2506511.00 2452794.00 2547365.00 245754.00 2373634.00 2506622.00 2491914.00 2541661.00 244
Test By Simon990.00 245
TDRefinement10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
USDC1000.00 1761000.00 1751000.00 1981000.00 2061000.00 2111000.00 1661000.00 2541000.00 1741000.00 2071000.00 1741000.00 2491000.00 2031000.00 1831000.00 2351000.00 232
EPP-MVSNet10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
PMMVS10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
PAPM10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
ACMMPcopyleft10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
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 23511772.44 2387637.33 2459120.00 2608206.00 26122252.00 2562010.00 26124984.00 2637458.00 25922596.00 2612940.00 26010260.00 26211100.00 2613492.00 2574446.00 255
PatchmatchNetpermissive492.52 144551.22 146316.40 153400.20 163357.90 1631277.10 173115.80 1701034.60 178315.90 161874.00 167155.10 169402.20 163629.50 163158.80 156189.10 160
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 23899999.00 24199999.00 25399999.00 26799999.00 26999999.00 26299999.00 27099999.00 26699999.00 26699999.00 26499999.00 26799999.00 26699999.00 26599999.00 26599999.00 263
F-COLMAP1878.17 1922113.11 1951173.33 2061231.00 2111174.00 2166297.00 214392.00 2113356.00 2151087.00 2133082.00 212361.00 2061670.00 2152523.00 214689.00 204676.00 203
ANet_high10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
wuyk23d10000000.00 24610000000.00 24910000000.00 25810000000.00 27210000000.00 27410000000.00 26710000000.00 27510000000.00 27110000000.00 27110000000.00 26910000000.00 27210000000.00 27110000000.00 27010000000.00 27010000000.00 268
OMC-MVS5022.26 2275748.82 2302842.58 2424905.27 2573101.27 25614933.60 252812.24 2449278.40 2552959.29 2558800.17 2531092.24 2533806.30 2517568.54 2561389.60 2471620.18 243
MG-MVS1256.50 1861432.00 189730.00 190610.00 176760.00 1984720.00 209169.00 1901920.00 203723.00 1982510.00 210201.00 1861050.00 2071645.00 204390.00 193380.00 188
AdaColmapbinary2570.77 2042948.61 2071437.24 2121873.64 2301526.60 2227819.77 226373.97 2074970.45 2281479.29 2284648.46 226525.80 2181904.97 2224150.42 231695.69 209880.14 220
uanet10000.00 23110000.00 23410000.00 24710000.00 26210000.00 26410000.00 24010000.00 26710000.00 25710000.00 26110000.00 25510000.00 26310000.00 25910000.00 25810000.00 26010000.00 258
ITE_SJBPF2014.00 2301998.00 2321992.00 244701.00 2415989.00 2351812.00 2453612.00 217650.00 2272852.00 2424601.00 2361195.00 2421198.00 239
DeepMVS_CXcopyleft1.00 511.00 581.00 581.00 591.00 581.00 571.00 551.00 571.00 581.00 561.00 561.00 56
TinyColmap1000.00 1761000.00 1751000.00 1981000.00 2061000.00 2111000.00 1661000.00 2541000.00 1741000.00 2071000.00 1741000.00 2491000.00 2031000.00 1831000.00 2351000.00 232
MAR-MVS3973.16 2214387.92 2242728.86 2403345.27 2543341.39 25811403.90 246798.76 2436555.62 2462569.29 2536514.86 238834.97 2403237.43 2495891.08 2421577.54 2481607.76 241
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 2073049.67 2091649.00 2191755.00 2251689.00 2328330.00 230464.00 2214997.00 2291528.00 2294763.00 227568.00 2212296.00 2304215.00 232827.00 222962.00 226
MSDG32606.17 23734443.44 24027094.33 25229249.00 26625246.00 26851144.00 2616705.00 26542886.00 26522888.00 26548534.00 26313263.00 26637507.00 26579298.00 26416024.00 26418530.00 261
LS3D7684.71 2298776.23 2324410.16 2445298.55 2585631.53 26034329.90 2591504.57 26011554.00 2613896.41 25615111.00 259812.19 2385985.63 2573516.20 2242963.23 2561613.31 242
CLD-MVS7338.25 2288341.00 2314330.00 2434902.00 2564991.00 25923318.00 257728.00 24214437.00 2624378.00 25713379.00 258824.00 2395708.00 25611429.00 2621674.00 2532291.00 253
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 1891495.59 1911141.23 203648.01 191893.85 2054124.00 205503.81 2263219.04 213742.72 2002498.84 209157.98 1701727.83 216832.93 173732.98 213802.00 208
Gipumacopyleft689.75 154767.00 157458.00 167613.00 182549.00 1841943.00 182187.00 1931230.00 182518.00 1791092.00 181203.00 188564.00 173892.00 176225.00 177261.00 171
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015