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 15.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ACMH+729.97 2661.38 155754.00 158383.51 160368.96 162376.38 1662483.74 19782.42 1601089.25 181333.39 1651219.68 18566.53 157573.60 182957.86 180184.14 166200.56 164
PMVScopyleft863.65 3957.08 1731054.11 182666.00 188401.00 167495.00 1743790.00 205279.00 2001607.00 200521.00 1821745.00 20090.00 1581105.00 211639.00 167415.00 196398.00 193
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 154700.96 157362.78 159426.10 169409.25 1691822.69 182124.42 1811186.23 183366.85 1681079.42 182190.60 184451.78 168930.72 179181.59 165227.30 166
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 1741106.11 184553.33 176494.00 172534.00 1763581.00 203136.00 1831585.00 199478.00 1791871.00 20290.00 158839.00 1941460.00 202260.00 182287.00 177
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 169937.18 172506.69 174645.55 193585.72 1872477.98 196130.52 1821578.29 198509.50 1801460.01 196194.90 186637.19 1891170.78 199267.07 185297.17 178
ACMP1246.57 71086.24 1821235.17 186639.45 183596.53 176639.91 1933904.24 206152.04 1891851.54 203566.58 1881997.95 204138.50 170938.30 1981605.46 204303.70 191340.14 184
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 1861332.72 189662.07 187584.90 174715.99 1984373.59 210153.99 1911880.27 204709.02 1982316.97 206188.63 183939.89 1991484.30 203302.78 190330.34 183
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 1751066.82 183673.70 189706.94 196695.69 1962669.02 201153.52 1902108.17 207605.54 1891679.14 199213.26 194886.75 1971236.76 201229.01 180438.67 194
OpenMVS_ROBcopyleft1936.51 101959.51 1952224.88 1991163.39 2071253.91 2151434.22 2217065.71 220272.76 1992472.29 2111647.54 2443538.72 217200.37 1871496.48 2162575.17 217997.45 234559.48 197
COLMAP_ROBcopyleft2144.59 111658.33 1931869.33 1951025.33 2041030.00 2131023.00 2175311.00 213359.00 2093044.00 214937.00 2052892.00 213332.00 2041440.00 2152312.00 214607.00 199613.00 200
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 1921886.82 196481.89 171847.73 200830.16 2047943.84 230189.23 1962398.83 210691.73 1972341.13 207209.16 192230.25 1561999.25 212360.46 193385.25 191
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 1992530.89 2021459.67 2171767.00 2311591.00 2267932.00 229399.00 2153643.00 2181176.00 2183569.00 218297.00 1991927.00 2253302.00 221693.00 211861.00 219
3Dnovator2482.06 142531.17 2042839.56 2071606.00 2191732.00 2271557.00 2258375.00 233483.00 2274370.00 2261371.00 2284200.00 222350.00 2062207.00 2303877.00 228798.00 2231054.00 239
CMPMVSbinary2623.62 151983.08 1962156.14 1981463.89 2181414.80 2201517.00 2235239.20 212867.40 2523310.30 2161128.70 2173489.90 216366.75 2092030.20 2292427.60 2151160.60 247844.46 218
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 1982474.00 2011349.67 2101407.00 2191356.00 2207164.00 221475.00 2263970.00 2211237.00 2223765.00 220451.00 2151891.00 2233006.00 219791.00 222802.00 210
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2123537.00 2151975.67 2302310.00 2452005.00 24810100.00 245626.00 2465753.00 2361803.00 2475179.00 235487.00 2172622.00 2414550.00 2371025.00 2421300.00 246
DeepPCF-MVS3452.42 182670.71 2083021.57 2101618.12 2202377.67 2471751.39 2398915.70 236567.44 2414569.74 2281236.84 2214615.63 227513.23 2192291.32 2313515.48 225882.39 228811.66 212
DeepC-MVS3917.13 193155.06 2133601.83 2161814.72 2282515.52 2501941.53 24410432.50 247589.42 2424789.45 2291298.65 2247677.31 251578.35 2252589.53 2373611.78 227923.52 231913.10 224
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 2002597.03 2031297.84 2091701.20 2231332.37 2198105.11 231451.45 2224031.84 2221099.10 2163966.50 221467.45 2161734.05 2192701.68 218848.94 226827.11 216
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2163806.99 2192078.63 2342535.47 2512499.25 2588816.16 235456.05 2236255.60 2421664.52 2456704.88 241629.95 2312768.38 2446343.93 254856.35 227968.25 230
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 23710002.44 24012195.33 2556242.00 2678768.00 26930896.00 2624451.00 27010331.00 2666247.00 26418296.00 265283.00 19821484.00 2697364.00 2575912.00 2646334.00 262
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 23922805.00 24225097.33 25615500.00 27319201.00 27442712.00 2646055.00 27138388.00 27016926.00 27038534.00 2677071.00 26635653.00 27029475.00 26910584.00 26920438.00 268
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
test_blank10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
DVP-MVS++.3981.10 2244731.32 2291730.42 2242191.51 2431949.98 24516473.90 258355.33 2077172.90 2541622.98 2427879.79 252434.33 2132428.11 2355762.12 243689.04 207813.18 213
FOURS12643.17 2522465.14 25313996.40 253493.26 2287619.38 2572107.24 250
MSC_two_6792asdad2237.56 2352643.17 2522465.14 253493.26 2283088.29 2516075.14 2501078.39 2431159.26 241
PC_three_14527619.38 2572107.24 2507416.93 248610.24 2283088.29 2516075.14 2501078.39 2431159.26 241
No_MVS2237.56 2352643.17 2522465.14 253493.26 2283088.29 2516075.14 2501078.39 2431159.26 241
test_one_06012643.17 2522465.14 253493.26 2287619.38 2572107.24 2507416.93 248610.24 228
eth-test21.42 66
eth-test10000000.00 280
GeoE19.41 11222.09 11411.37 11717.21 12811.30 12650.50 1314.30 10833.60 12711.70 12644.50 1277.30 11318.90 12722.60 1257.10 1133.90 100
test_method18.29 11120.89 11310.50 11615.00 12613.00 12855.00 1323.00 10734.00 12811.50 12432.50 1225.00 10213.50 12527.00 1265.00 1025.00 102
Anonymous2024052110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
h-mvs330.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 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_self_test0.30 170.30 180.30 220.30 290.30 290.30 290.30 300.30 290.30 280.30 260.30 280.30 290.30 270.30 270.30 27
KD-MVS_2432*16001.30 511.30 521.30 571.30 641.30 651.30 631.30 661.30 641.30 631.30 611.30 631.30 641.30 621.30 621.30 62
KD-MVS_self_test0.60 380.60 380.60 420.60 490.60 490.60 500.60 500.60 490.60 480.60 460.60 480.60 490.60 460.60 480.60 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 2211821.00 243378.00 2123721.00 2191231.00 2201833.00 201321.00 2031224.00 2132103.00 213692.00 210
test1172216.26 137257.16 13993.57 145310.10 159111.10 15631.10 12645.10 157192.73 136176.39 154512.31 15366.33 15678.35 135891.20 17789.18 15291.27 151
SR-MVS-dyc-post11.55 10911.55 11111.55 11811.55 12511.55 12711.55 12411.55 13311.55 12511.55 12511.55 12011.55 12711.55 12411.55 12211.55 12511.55 124
RE-MVS-def610.10 153610.10 180610.10 191610.10 158610.10 243610.10 162610.10 191610.10 159610.10 226610.10 162610.10 200610.10 198
SED-MVS4062.74 2274671.13 2282237.56 2352643.17 2522465.14 25313996.40 253493.26 2287619.38 2572107.24 2507416.93 248610.24 2283088.29 2516075.14 2501078.39 2431159.26 241
IU-MVS2725.60 2572598.35 259515.86 2367016.02 2502363.85 2545973.88 2461620.04 2551732.56 251
OPU-MVS2451.45 2432725.60 2572598.35 2599203.30 2376894.28 242887.23 2463023.43 2475973.88 2461620.04 2551732.56 251
test_241102_TWO515.86 2367016.02 2502363.85 2546894.28 242887.23 2463023.43 2475973.88 2461620.04 2551732.56 251
test_241102_ONE2725.60 2572598.35 259515.86 2367016.02 2502363.85 2546894.28 242887.23 2463023.43 247
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
cl2210000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
miper_ehance_all_eth10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
miper_enhance_ethall10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
ZNCC-MVS9999.00 2339999.00 2369999.00 2519999.00 2699999.00 2709999.00 2419999.00 2739999.00 2629999.00 2669999.00 2599999.00 2679999.00 2649999.00 2639999.00 2659999.00 263
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____10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
DIV-MVS_self_test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
eth_miper_zixun_eth10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
uanet_test1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2611000.00 1761000.00 2091000.00 1761000.00 2541000.00 2051000.00 1851000.00 2381000.00 235
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
UniMVSNet_ETH3D10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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_blended1.30 511.30 521.30 571.30 641.30 651.30 631.30 661.30 641.30 631.30 611.30 631.30 641.30 621.30 621.30 62
miper_lstm_enhance10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
DVP-MVScopyleft3981.10 2244731.32 2291730.42 2242191.51 2431949.98 24516473.90 258355.33 2077172.90 2541622.98 2427879.79 252434.33 2132428.11 2355762.12 243689.04 207813.18 213
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 2321363.85 2254894.28 230387.23 2102023.43 2263973.88 229620.04 202732.56 207
test_0728_SECOND1451.45 2151725.60 2241598.35 2279203.30 237315.86 2032023.43 2263973.88 229620.04 202732.56 207
test07261725.60 2241598.35 2279203.30 237315.86 2035016.02 2321363.85 2254894.28 230387.23 210
SR-MVS610.10 151610.10 153610.10 182610.10 180610.10 191610.10 158610.10 243610.10 162610.10 191610.10 159610.10 226610.10 185610.10 162610.10 200610.10 198
DPM-MVS3268.00 2143762.89 2171783.33 2261756.00 2291806.00 24112319.00 249307.00 2016319.00 2431557.00 2365763.00 236302.00 2012609.00 2395061.00 240482.00 197935.00 226
GST-MVS4000.00 2264533.33 2272400.00 2382400.00 2482400.00 2527200.00 2222400.00 2697200.00 2562400.00 2587200.00 2462400.00 2642400.00 2347200.00 2562400.00 2612400.00 260
test_yl10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thisisatest053010000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Anonymous2024052910000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Anonymous20240521110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
DCV-MVSNet10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
tttt051710000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
our_test_310000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thisisatest051510000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
ppachtmachnet_test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
SMA-MVScopyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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
GSMVS10000000.00 274
DPE-MVScopyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 28010000000.00 28110000000.00 277
test_part110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thres100view90010000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
tfpnnormal10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
tfpn200view910000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
c3_l10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
CHOSEN 280x4202340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2164219.70 2231547.02 2334328.52 223650.74 2331798.26 2203333.17 222727.72 213874.79 220
CANet110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
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+-dtu0.59 370.61 390.53 410.68 550.53 480.53 480.68 560.68 550.53 470.53 450.68 540.53 480.68 530.53 460.53 46
CANet_DTU110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
MVS_0304110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
MP-MVS-pluss833433.63 2431111219.60 24975.70 13374.28 13673.29 139284.50 13711.35 131238.58 14365.86 137255.35 15014.55 130115.69 15310000000.00 27631.94 13038.12 136
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2284911.12 2322451.45 2432725.60 2572598.35 25916203.30 257515.86 2367016.02 2502363.85 2546894.28 242887.23 2463023.43 2475973.88 2461620.04 2551732.56 251
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 27710000000.00 274
sam_mvs10000000.00 277
IterMVS-SCA-FT10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
TSAR-MVS + MP.3528.01 2174065.89 2241914.35 2292349.10 2462141.30 25012362.70 251417.60 2206717.80 2491759.40 2466497.50 239518.18 2202629.38 2425164.32 242806.40 224972.38 231
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 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
OPM-MVS3268.00 2143762.89 2171783.33 2261756.00 2291806.00 24112319.00 249307.00 2016319.00 2431557.00 2365763.00 236302.00 2012609.00 2395061.00 240482.00 197935.00 226
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 125133.18 12775.70 13374.28 13673.29 139284.50 13711.35 131238.58 14365.86 137255.35 15014.55 130115.69 153222.18 15231.94 13038.12 136
ambc999.00 197999.00 206999.00 210999.00 165999.00 258999.00 206999.00 173999.00 251999.00 202999.00 182999.00 235999.00 232
zzz-MVS833442.10 2441111233.77 25067.09 12765.59 13464.81 137284.50 13710000000.00 282219.97 14159.62 135229.89 14412.72 128103.00 150203.67 15027.93 12833.46 127
MTGPAbinary10000000.00 282
mvs-test10.68 440.68 450.68 490.68 550.68 560.68 560.68 560.68 550.68 550.68 530.68 540.68 560.68 530.68 540.68 54
CS-MVS-test0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
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 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
xiu_mvs_v1_base10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
new-patchmatchnet766.12 158859.03 163487.38 173595.68 175536.14 1772346.27 188142.51 1861488.08 190422.43 1691361.32 189163.65 174628.60 1871003.74 189207.61 171297.41 179
pmmvs610000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
pmmvs510000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test_post110000000.00 27110000000.00 27410000000.00 27710000000.00 27710000000.00 276
test_post10000000.00 27410000000.00 27710000000.00 277
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 27410000000.00 27710000000.00 277
Anonymous2023121110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
pmmvs-eth3d10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
GG-mvs-BLEND596.01 180611.29 182600.33 188790.30 161513.12 234552.71 184567.40 154662.54 238531.67 170503.93 156779.80 217656.02 201
xiu_mvs_v1_base_debi10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
Anonymous2023120610000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
MTAPA833442.10 2441111233.77 25067.09 12765.59 13464.81 137284.50 13710000000.00 282219.97 14159.62 135229.89 14412.72 128103.00 150203.67 15027.93 12833.46 127
MTMP10000000.00 27110000000.00 282
gm-plane-assit611.29 182600.33 188579.21 158567.40 154531.67 170503.93 156
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 144533.67 146293.33 151376.00 163318.00 1611461.00 17796.00 164835.00 168290.00 161804.00 16697.00 161383.00 163688.00 171156.00 156179.00 160
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 150605.37 152562.67 177617.29 186500.33 175772.30 160413.12 219579.21 158552.71 184567.40 154662.54 238531.67 170503.93 156779.80 217656.02 201
SCA10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Patchmatch-test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 144533.67 146293.33 151376.00 163318.00 1611461.00 17796.00 164835.00 168290.00 161804.00 16697.00 161383.00 163688.00 171156.00 156179.00 160
Patchmatch-RL test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
cdsmvs_eth3d_5k10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
pcd_1.5k_mvsjas10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
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 139412.78 141246.00 149231.00 156197.00 1581293.00 176376.00 211756.00 166609.00 19071.00 128106.00 165195.00 155102.00 134171.00 163346.00 186
canonicalmvs10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
anonymousdsp10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
alignmvs2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
nrg0302.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 23410000.00 23710000.00 25210000.00 27010000.00 27110000.00 24210000.00 27410000.00 26310000.00 26710000.00 26010000.00 26810000.00 26510000.00 26410000.00 26610000.00 264
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2611000.00 1761000.00 2091000.00 1761000.00 2541000.00 2051000.00 1851000.00 2381000.00 235
uncertanet10000.00 23410000.00 23710000.00 25210000.00 27010000.00 27110000.00 24210000.00 27410000.00 26310000.00 26710000.00 26010000.00 26810000.00 26510000.00 26410000.00 26610000.00 264
AllTest10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
TestCases10000000.00 26310000000.00 28010000000.00 28110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
RRT_MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
PS-MVSNAJss10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
PS-MVSNAJ10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
jajsoiax10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
mvs_tets10.28 9910.28 10110.28 10610.28 11410.28 11610.28 11410.28 12110.28 11510.28 11410.28 11010.28 11610.28 11410.28 11210.28 11510.28 114
#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-set1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
EI-MVSNet-Vis-set1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-31.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-41.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-11.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer-21.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
HPM-MVS++copyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test_prior40.00 10.00 1
XVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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
LFMVS2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
VDD-MVS2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
VDDNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
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
VPNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
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 2073055.56 2121451.45 2151725.60 2241598.35 2279203.30 237315.86 2035016.02 2321363.85 2254894.28 230387.23 2102023.43 2263973.88 229620.04 202732.56 207
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 1871411.08 190738.48 193712.71 197712.68 1974168.17 208136.50 1842276.40 209613.28 1932368.60 209161.61 1731130.38 2121964.54 211297.88 188372.39 189
APDe-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
APD-MVS_3200maxsize10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
ADS-MVSNet2443.33 142482.84 143324.79 157434.94 170387.73 1671110.57 17287.69 161887.02 170282.92 158779.29 16398.57 163422.76 166502.40 154162.19 161163.87 156
EI-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Regformer1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
CVMVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
pmmvs410000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
EU-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
VNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
test-LLR10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
TESTMET0.1,110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test-mter10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
VPA-MVSNet2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
ACMMPR1296.60 1891480.82 192743.96 194899.25 203763.47 2014305.47 209143.90 1872530.94 212683.99 1952346.34 208201.65 1891098.25 2101920.59 210295.21 187370.16 188
testgi10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test20.0310000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thres600view710000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
ADS-MVSNet443.33 142482.84 143324.79 157434.94 170387.73 1671110.57 17287.69 161887.02 170282.92 158779.29 16398.57 163422.76 166502.40 154162.19 161163.87 156
MP-MVScopyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thres40010000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test12310000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
thres20010000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test0.0.03 110000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
pmmvs310000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
EMVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
E-PMN10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
PGM-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
LCM-MVSNet-Re0.89 470.89 480.89 520.89 590.89 590.89 590.89 600.89 590.89 580.89 560.89 580.89 590.89 570.89 570.89 57
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 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
mvs_anonymous774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
MVS_Test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
MDA-MVSNet-bldmvs1.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
CDPH-MVS6.66 986.66 996.66 1046.66 1126.66 1126.66 1116.66 1186.66 1126.66 1106.66 1086.66 1126.66 1116.66 1096.66 1126.66 112
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvs774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
diffmvs774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
baseline2774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
baseline1774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
YYNet11.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
PMMVS210000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
MDA-MVSNet_test_wron1.20 481.20 491.20 541.20 611.20 621.20 601.20 631.20 611.20 601.20 581.20 601.20 611.20 591.20 591.20 59
tpmvs501.65 147567.42 149304.33 154395.39 165356.32 1641512.04 180216.53 198994.15 173350.16 166804.16 168119.38 167380.98 160555.14 161159.87 159175.69 159
PM-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
HQP_MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
plane_prior710000000.00 28010000000.00 281
plane_prior610000000.00 28010000000.00 28110000000.00 277
plane_prior510000000.00 28210000000.00 27710000000.00 27610000000.00 27610000000.00 274
plane_prior410000000.00 274
plane_prior310000000.00 28110000000.00 27710000000.00 277
plane_prior210000000.00 27110000000.00 277
plane_prior110000000.00 280
plane_prior1.00 602.00 922.00 932.00 91
PS-CasMVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
UniMVSNet_NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
PEN-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TransMVSNet (Re)1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
DTE-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
DU-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
UniMVSNet (Re)1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
CP-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
WR-MVS_H1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
WR-MVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
Baseline_NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TranMVSNet+NR-MVSNet1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
TSAR-MVS + GP.1386.84 1901622.84 194678.81 190952.13 205840.17 2055358.21 214170.75 1932650.47 213713.54 1992394.28 210209.42 193855.56 1951854.36 209302.42 189340.71 185
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
n214.20 134
nn1.42 68
mPP-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
door-mid1.42 68
XVG-OURS-SEG-HR999999.00 246999999.00 246999999.00 260999999.00 277999999.00 278999999.00 268999999.00 279999999.00 274999999.00 274999999.00 271999999.00 274999999.00 274999999.00 273999999.00 273999999.00 271
DWT-MVSNet_test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
MVSFormer1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
jason1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
jason: jason.
lupinMVS1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
test_djsdf1.42 531.42 541.42 591.42 661.42 671.42 651.42 681.42 661.42 651.42 631.42 651.42 661.42 641.42 641.42 64
HPM-MVS_fast10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
RRT_test8_iter0510000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
K. test v3877.74 171980.16 174570.46 1791316.85 218813.15 2032565.52 199103.78 1701509.49 197548.33 1831258.90 186219.93 195587.82 1841102.37 198196.30 168310.42 181
lessismore_v0569.20 178667.25 195644.68 19496.45 166428.86 1711514.17 197204.21 191756.58 1911061.60 191197.79 169306.34 180
SixPastTwentyTwo773.62 159869.37 165486.35 172603.45 177547.15 1852532.14 198106.92 1711434.95 189428.08 1701360.56 188165.15 175628.96 188984.09 181209.01 172282.94 176
OurMVSNet-221017-0999.00 176999.00 175999.00 197999.00 206999.00 210999.00 165999.00 258999.00 174999.00 206999.00 173999.00 251999.00 202999.00 182999.00 235999.00 232
HPM-MVScopyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 246999999.00 246999999.00 260999999.00 277999999.00 278999999.00 268999999.00 279999999.00 274999999.00 274999999.00 271999999.00 274999999.00 274999999.00 273999999.00 273999999.00 271
XVG-ACMP-BASELINE999999.00 246999999.00 246999999.00 260999999.00 277999999.00 278999999.00 268999999.00 279999999.00 274999999.00 274999999.00 271999999.00 274999999.00 274999999.00 273999999.00 273999999.00 271
LPG-MVS_test10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
LGP-MVS_train10000000.00 26310000000.00 28010000000.00 28110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
baseline774.90 160882.28 166452.77 163636.50 187537.20 1782348.80 189120.30 1741504.30 191474.40 1731371.10 190186.90 177564.70 1761078.90 192219.30 173256.40 167
test111.00 61
door99.00 168
EPNet_dtu10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2164219.70 2231547.02 2334328.52 223650.74 2331798.26 2203333.17 222727.72 213874.79 220
EPNet10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 281
HQP-NCC10000000.00 28010000000.00 27110000000.00 27710000000.00 277
ACMP_Plane10000000.00 28010000000.00 27110000000.00 27710000000.00 277
APD-MVScopyleft1000000000.00 3481000000000.00 3511000000000.00 3641000000000.00 3891000000000.00 3881000000000.00 3751000000000.00 3891000000000.00 3821000000000.00 3831000000000.00 3801000000000.00 3851000000000.00 3831000000000.00 3811000000000.00 3811000000000.00 379
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 276
HQP4-MVS10000000.00 27710000000.00 27710000000.00 274
HQP3-MVS10000000.00 28210000000.00 276
HQP2-MVS10000000.00 277
CNVR-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
NCCC10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
114514_t99999.00 24199999.00 24499999.00 25899999.00 27599999.00 27699999.00 26699999.00 27799999.00 27299999.00 27299999.00 26999999.00 27299999.00 27299999.00 27199999.00 27199999.00 269
CP-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
DSMNet-mixed131.33 133143.00 13596.33 14699.00 14481.00 145201.00 13445.00 156335.00 15599.00 153251.00 14938.00 149110.00 152120.00 13599.00 15398.00 152
tpm23617.85 2184007.23 2202449.73 2392012.71 2361698.05 2357351.19 223869.29 2536132.06 2381588.28 2388007.42 2541281.09 2603888.11 2587472.04 2581351.00 2491763.02 255
NP-MVS10000000.00 28010000000.00 28110000000.00 274
EG-PatchMatch MVS437.03 141493.12 145268.77 150264.80 157260.20 1601491.80 17998.00 167723.20 165238.80 156722.40 16263.10 154382.00 161629.00 164207.00 170164.10 158
tpm cat13617.85 2184007.23 2202449.73 2392012.71 2361698.05 2357351.19 223869.29 2536132.06 2381588.28 2388007.42 2541281.09 2603888.11 2587472.04 2581351.00 2491763.02 255
SteuartSystems-ACMMP2891.50 2113284.78 2141711.67 2231954.00 2341655.00 23310117.00 246445.00 2215102.00 2351375.00 2295126.00 234351.00 2072638.00 2434402.00 236691.00 209842.00 217
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2184007.23 2202449.73 2392012.71 2361698.05 2357351.19 223869.29 2536132.06 2381588.28 2388007.42 2541281.09 2603888.11 2587472.04 2581351.00 2491763.02 255
CR-MVSNet612.36 152617.81 155596.01 180611.29 182600.33 188790.30 161513.12 234579.21 158552.71 184567.40 154662.54 238531.67 170503.93 156779.80 217656.02 201
JIA-IIPM804.30 167835.64 161710.26 191885.90 201895.90 208455.98 156668.73 2471297.17 1851002.26 2131001.67 180655.98 236756.98 192667.90 168885.21 229477.90 195
Patchmtry1090.75 1831198.88 185766.38 1951290.90 216485.90 1732423.98 1951267.30 2651297.17 185923.90 203923.40 1711215.54 259990.23 200667.90 168779.80 217823.02 215
PatchT856.34 170860.99 164842.38 1961290.90 216880.90 206790.30 1611267.30 265579.21 158923.90 203567.40 154662.54 238990.23 200887.56 176779.80 217656.02 201
tpmrst2557.50 2052847.12 2081688.66 2221784.08 2321778.25 2407445.50 227342.14 2064471.54 2271534.55 2324382.10 226530.10 2222361.21 2334142.81 232991.22 233926.51 225
BH-w/o40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
tpm3617.85 2184007.23 2202449.73 2392012.71 2361698.05 2357351.19 223869.29 2536132.06 2381588.28 2388007.42 2541281.09 2603888.11 2587472.04 2581351.00 2491763.02 255
DELS-MVS514.57 148587.73 151295.12 153343.03 160328.09 1631540.48 181116.22 173988.59 172325.44 164906.22 170119.86 168365.72 159788.60 173161.09 160191.55 163
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 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
RPMNet787.26 166829.13 160661.63 186885.90 201895.90 208455.98 156610.10 2431297.17 1851002.26 2131001.67 180655.98 236611.10 186667.90 168885.21 229477.90 195
MVSTER890.06 1721005.91 181542.52 175736.13 198653.90 1952616.56 200145.22 1881692.10 201555.69 1871554.72 198266.25 196660.02 1901219.66 200266.84 184313.64 182
CPTT-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
GBi-Net44.67 11749.24 11930.96 12047.53 13347.57 134126.09 1338.00 11976.99 13326.09 12873.50 12911.27 12630.55 12861.12 13112.58 12614.75 125
PVSNet_Blended_VisFu136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
PVSNet_BlendedMVS136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
UnsupCasMVSNet_eth5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
UnsupCasMVSNet_bld5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
PVSNet_Blended136.90 134155.40 13681.40 142111.00 15296.20 146407.00 15325.90 142251.60 14585.10 150240.50 14637.00 14699.90 147199.80 14740.70 14748.10 146
FMVSNet5124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
test1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
new_pmnet88.14 11998.62 12056.70 12598.14 14256.07 135246.79 13515.37 136148.06 13450.77 133143.13 13023.35 13362.65 13393.26 13268.71 15051.38 149
FMVSNet3124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
dp87.20 118113.80 1227.42 10510.50 1248.88 113298.82 1412.70 106510.35 1577.79 111172.93 1323.37 1019.16 11214.00 1233.71 1014.23 101
FMVSNet2124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
FMVSNet1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
N_pmnet88.14 11998.62 12056.70 12598.14 14256.07 135246.79 13515.37 136148.06 13450.77 133143.13 13023.35 13362.65 13393.26 13268.71 15051.38 149
cascas2.00 802.00 812.00 862.00 942.00 942.00 922.00 972.00 932.00 922.00 902.00 922.00 932.00 912.00 912.00 91
BH-RMVSNet40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
UGNet110.62 121124.04 12370.34 12982.03 13874.27 141325.54 14225.25 138207.16 13769.28 139194.38 13327.53 13595.79 143147.76 13637.43 13240.97 142
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-MVS5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
XXY-MVS15.00 11015.00 11215.00 11915.00 12615.00 12915.00 12515.00 13515.00 12615.00 12715.00 12115.00 13215.00 12615.00 12415.00 12715.00 126
DROMVSNet0.62 390.62 400.62 430.62 500.62 500.62 510.62 510.62 500.62 490.62 470.62 490.62 500.62 470.62 490.62 48
sss5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
Test_1112_low_res5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
1112_ss5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ab-mvs-re5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
ab-mvs5.90 895.90 905.90 955.90 1035.90 1035.90 1025.90 1095.90 1035.90 1015.90 995.90 1035.90 1025.90 1005.90 1035.90 103
TR-MVS40.00 11340.00 11540.00 12140.00 12940.00 13040.00 12740.00 15240.00 12940.00 12940.00 12340.00 15040.00 12940.00 12740.00 14340.00 138
MDTV_nov1_ep13_2view9.99 1149.99 1129.99 1139.99 1129.99 1149.99 1109.99 113
MDTV_nov1_ep139.99 1009.99 1139.99 1149.99 1129.99 1209.99 1139.99 1129.99 1099.99 1149.99 1139.99 1109.99 114
MIMVSNet1124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
MIMVSNet124.76 126140.93 12876.26 135107.44 145100.17 149329.88 14627.12 145259.44 14874.30 143204.34 13730.74 13992.41 136196.98 14038.15 13636.19 129
IterMVS-LS758.94 157856.56 162466.10 170606.60 178546.80 1842309.90 187122.20 1801402.80 188463.50 1721348.20 187192.60 185574.60 1831028.60 190234.60 181276.90 175
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 450.88 460.88 500.88 570.88 570.88 570.88 580.88 570.88 560.88 540.88 560.88 570.88 550.88 550.88 55
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 276
IterMVS615.05 153691.66 156385.23 161516.40 173454.80 1721863.80 183102.10 1691142.20 182364.10 1671093.20 184135.00 169480.40 169826.90 174181.20 164220.50 165
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 149581.17 150321.48 156361.02 161429.00 1711995.36 18578.48 159796.20 167283.32 160796.02 16596.78 160382.98 162636.72 166186.66 167152.46 154
MVS_111021_LR1136.45 1851298.72 188649.64 184756.17 199726.26 1993785.94 204138.15 1852190.64 208629.63 1942064.39 205165.45 176874.83 1961678.43 207279.70 186347.82 187
DP-MVS264.78 138296.02 140171.04 147191.70 155183.96 157827.10 16478.36 158438.24 156176.64 155435.12 15265.04 155230.52 157334.02 153117.96 15498.64 153
ACMMP++10000000.00 276
HQP-MVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 2103170.00 2131999.67 2321673.00 2222042.00 2498593.00 234474.00 2256452.00 2451268.00 2235125.00 233339.00 2053004.00 2464222.00 235384.00 194953.00 228
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 1972452.68 2001143.53 2062938.33 2611446.92 2226083.19 215391.74 2133801.71 2201202.10 2193439.72 215492.73 2181304.35 2143048.25 220676.32 205679.32 206
IS-MVSNet10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
HyFIR lowres test2340.81 2012643.03 2041434.14 2112025.55 2401629.36 2306542.40 217412.49 2164219.70 2231547.02 2334328.52 223650.74 2331798.26 2203333.17 222727.72 213874.79 220
EPMVS999.00 176999.00 175999.00 197999.00 206999.00 210999.00 165999.00 258999.00 174999.00 206999.00 173999.00 251999.00 202999.00 182999.00 235999.00 232
PAPM_NR10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
TAMVS0.88 450.88 460.88 500.88 570.88 570.88 570.88 580.88 570.88 560.88 540.88 560.88 570.88 550.88 550.88 55
PAPR10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
RPSCF394.81 140445.63 142242.35 148276.55 158253.63 1591207.27 17490.69 163715.56 164241.57 157684.87 161111.96 166320.02 158548.38 160133.81 155153.39 155
Vis-MVSNet (Re-imp)10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
test_04021110.00 1841260.00 187660.00 185900.00 204780.00 2023300.00 202210.00 1972040.00 206690.00 1961950.00 203300.00 200810.00 1931620.00 205330.00 192390.00 192
MVS_111021_HR3742.80 2224330.34 2251980.20 2312484.31 2492259.52 25114973.80 256515.90 2406500.13 2461949.21 2496146.89 238535.66 2232593.66 2384880.76 239986.37 2321087.43 240
CSCG826.03 168963.29 173414.24 162421.52 168426.11 1702230.35 186179.52 1941827.44 202733.43 201933.12 172281.25 197545.23 1741800.35 208262.64 183271.38 174
PatchMatch-RL10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
API-MVS4380.83 2294906.56 2312803.67 2463844.00 2633116.00 26413454.00 252901.00 2576511.00 2472794.00 2607365.00 247754.00 2423634.00 2566622.00 2551914.00 2601661.00 250
Test By Simon990.00 250
TDRefinement10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
USDC1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2611000.00 1761000.00 2091000.00 1761000.00 2541000.00 2051000.00 1851000.00 2381000.00 235
EPP-MVSNet10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
PMMVS10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
PAPM10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
ACMMPcopyleft10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
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 23811772.44 2417637.33 2509120.00 2688206.00 26822252.00 2602010.00 26824984.00 2697458.00 26522596.00 2662940.00 26510260.00 26811100.00 2673492.00 2634446.00 261
PatchmatchNetpermissive492.52 146551.22 148316.40 155400.20 166357.90 1651277.10 175115.80 1721034.60 180315.90 163874.00 169155.10 171402.20 165629.50 165158.80 158189.10 162
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 24199999.00 24499999.00 25899999.00 27599999.00 27699999.00 26699999.00 27799999.00 27299999.00 27299999.00 26999999.00 27299999.00 27299999.00 27199999.00 27199999.00 269
F-COLMAP1878.17 1942113.11 1971173.33 2081231.00 2141174.00 2186297.00 216392.00 2143356.00 2171087.00 2153082.00 214361.00 2081670.00 2172523.00 216689.00 206676.00 205
ANet_high10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
wuyk23d10000000.00 24910000000.00 25210000000.00 26310000000.00 28010000000.00 28110000000.00 27110000000.00 28210000000.00 27710000000.00 27710000000.00 27410000000.00 27710000000.00 27710000000.00 27610000000.00 27610000000.00 274
OMC-MVS5022.26 2305748.82 2332842.58 2474905.27 2653101.27 26314933.60 255812.24 2519278.40 2612959.29 2618800.17 2581092.24 2583806.30 2577568.54 2621389.60 2531620.18 249
MG-MVS1256.50 1881432.00 191730.00 192610.00 179760.00 2004720.00 211169.00 1921920.00 205723.00 2002510.00 212201.00 1881050.00 2091645.00 206390.00 195380.00 190
AdaColmapbinary2570.77 2062948.61 2091437.24 2141873.64 2331526.60 2247819.77 228373.97 2104970.45 2301479.29 2304648.46 228525.80 2211904.97 2244150.42 233695.69 212880.14 223
uanet10000.00 23410000.00 23710000.00 25210000.00 27010000.00 27110000.00 24210000.00 27410000.00 26310000.00 26710000.00 26010000.00 26810000.00 26510000.00 26410000.00 26610000.00 264
ITE_SJBPF2014.00 2331998.00 2351992.00 247701.00 2485989.00 2371812.00 2483612.00 219650.00 2322852.00 2454601.00 2381195.00 2481198.00 245
DeepMVS_CXcopyleft1.00 531.00 601.00 601.00 611.00 601.00 591.00 571.00 591.00 601.00 581.00 581.00 58
TinyColmap1000.00 1781000.00 1771000.00 2001000.00 2091000.00 2131000.00 1681000.00 2611000.00 1761000.00 2091000.00 1761000.00 2541000.00 2051000.00 1851000.00 2381000.00 235
MAR-MVS3973.16 2234387.92 2262728.86 2453345.27 2623341.39 26511403.90 248798.76 2506555.62 2482569.29 2596514.86 240834.97 2453237.43 2555891.08 2451577.54 2541607.76 247
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 2093049.67 2111649.00 2211755.00 2281689.00 2348330.00 232464.00 2244997.00 2311528.00 2314763.00 229568.00 2242296.00 2324215.00 234827.00 225962.00 229
MSDG32606.17 24034443.44 24327094.33 25729249.00 27425246.00 27551144.00 2656705.00 27242886.00 27122888.00 27148534.00 26813263.00 27137507.00 27179298.00 27016024.00 27018530.00 267
LS3D7684.71 2328776.23 2354410.16 2495298.55 2665631.53 26734329.90 2631504.57 26711554.00 2673896.41 26215111.00 264812.19 2435985.63 2633516.20 2262963.23 2621613.31 248
CLD-MVS7338.25 2318341.00 2344330.00 2484902.00 2644991.00 26623318.00 261728.00 24914437.00 2684378.00 26313379.00 263824.00 2445708.00 26211429.00 2681674.00 2592291.00 259
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 1911495.59 1931141.23 205648.01 194893.85 2074124.00 207503.81 2333219.04 215742.72 2022498.84 211157.98 1721727.83 218832.93 175732.98 216802.00 210
Gipumacopyleft689.75 156767.00 159458.00 169613.00 185549.00 1861943.00 184187.00 1951230.00 184518.00 1811092.00 183203.00 190564.00 175892.00 178225.00 179261.00 173
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015