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 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
ACMH+729.97 2661.38 181754.00 184383.51 185368.96 184376.38 1922483.74 22382.42 1811089.25 206333.39 1901219.68 21066.53 170573.60 208957.86 206184.14 191200.56 189
PMVScopyleft863.65 3957.08 2001054.11 209666.00 214401.00 192495.00 2003790.00 231279.00 2271607.00 226521.00 2081745.00 22690.00 1731105.00 237639.00 194415.00 222398.00 219
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 180700.96 183362.78 184426.10 194409.25 1951822.69 207124.42 2081186.23 208366.85 1931079.42 207190.60 209451.78 193930.72 205181.59 190227.30 191
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 2011106.11 211553.33 202494.00 197534.00 2023581.00 229136.00 2101585.00 225478.00 2051871.00 22890.00 173839.00 2201460.00 229260.00 208287.00 203
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 196937.18 199506.69 200645.55 219585.72 2142477.98 222130.52 2091578.29 224509.50 2061460.01 222194.90 211637.19 2151170.78 226267.07 211297.17 204
ACMP1246.57 71086.24 2091235.17 213639.45 209596.53 201639.91 2203904.24 232152.04 2161851.54 229566.58 2141997.95 230138.50 191938.30 2241605.46 231303.70 217340.14 210
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2131332.72 216662.07 213584.90 199715.99 2254373.59 236153.99 2181880.27 230709.02 2242316.97 232188.63 208939.89 2251484.30 230302.78 216330.34 209
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2021066.82 210673.70 215706.94 222695.69 2232669.02 227153.52 2172108.17 233605.54 2151679.14 225213.26 219886.75 2231236.76 228229.01 206438.67 220
OpenMVS_ROBcopyleft1936.51 101959.51 2222224.88 2261163.39 2331253.91 2411434.22 2487065.71 246272.76 2262472.29 2371647.54 2713538.72 243200.37 2121496.48 2422575.17 244997.45 261559.48 223
COLMAP_ROBcopyleft2144.59 111658.33 2201869.33 2221025.33 2301030.00 2391023.00 2445311.00 239359.00 2363044.00 240937.00 2312892.00 239332.00 2301440.00 2412312.00 241607.00 225613.00 226
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 2191886.82 223481.89 197847.73 226830.16 2317943.84 256189.23 2232398.83 236691.73 2232341.13 233209.16 217230.25 1691999.25 239360.46 219385.25 217
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 2262530.89 2291459.67 2431767.00 2571591.00 2537932.00 255399.00 2423643.00 2441176.00 2443569.00 244297.00 2251927.00 2513302.00 249693.00 237861.00 245
3Dnovator2482.06 142531.17 2312839.56 2341606.00 2451732.00 2531557.00 2528375.00 259483.00 2544370.00 2531371.00 2544200.00 248350.00 2322207.00 2563877.00 256798.00 2491054.00 266
CMPMVSbinary2623.62 151983.08 2232156.14 2251463.89 2441414.80 2461517.00 2505239.20 238867.40 2803310.30 2421128.70 2433489.90 242366.75 2352030.20 2552427.60 2421160.60 274844.46 244
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2252474.00 2281349.67 2361407.00 2451356.00 2477164.00 247475.00 2533970.00 2471237.00 2483765.00 246451.00 2411891.00 2493006.00 247791.00 248802.00 236
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 2403537.00 2431975.67 2562310.00 2712005.00 27510100.00 275626.00 2735753.00 2631803.00 2745179.00 262487.00 2432622.00 2674550.00 2651025.00 2691300.00 273
DeepPCF-MVS3452.42 182670.71 2353021.57 2371618.12 2462377.67 2731751.39 2668915.70 262567.44 2684569.74 2551236.84 2474615.63 253513.23 2452291.32 2573515.48 253882.39 254811.66 238
DeepC-MVS3917.13 193155.06 2413601.83 2441814.72 2542515.52 2761941.53 27110432.50 277589.42 2694789.45 2561298.65 2507677.31 278578.35 2522589.53 2633611.78 255923.52 257913.10 250
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 2272597.03 2301297.84 2351701.20 2491332.37 2468105.11 257451.45 2494031.84 2481099.10 2423966.50 247467.45 2421734.05 2452701.68 246848.94 252827.11 242
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 2443806.99 2472078.63 2612535.47 2772499.25 2868816.16 261456.05 2506255.60 2691664.52 2726704.88 268629.95 2582768.38 2706343.93 282856.35 253968.25 257
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 26810002.44 27112195.33 2856242.00 2948768.00 29730896.00 2924451.00 29810331.00 2966247.00 29118296.00 295283.00 22421484.00 2997364.00 2855912.00 2916334.00 289
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 27022805.00 27325097.33 28615500.00 30319201.00 30542712.00 2946055.00 29938388.00 30016926.00 30038534.00 2977071.00 29335653.00 30029475.00 30010584.00 29920438.00 298
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
testing91347.05 155389.92 157218.43 164275.92 175241.43 176923.71 18071.70 173667.65 180217.04 173629.00 175113.33 184281.39 174495.50 174115.45 170132.47 171
testing11348.86 156393.09 158216.15 163275.24 174239.53 175915.55 17972.35 174679.89 181215.75 172633.79 176118.08 185276.62 173509.56 181117.61 173132.30 170
testing99408.82 163462.15 165248.86 170322.45 179269.42 1821118.93 19473.26 177719.36 184262.28 178772.10 182150.98 193327.08 178601.98 188137.99 177150.07 176
UWE-MVS387.98 159438.66 162235.93 165349.32 182257.61 1801081.50 19182.45 182637.74 179257.12 177738.54 181134.25 188308.00 175531.93 183135.11 176142.17 174
ETVMVS443.50 169498.07 171279.78 175378.05 188321.57 1881163.68 19687.12 183897.50 196269.81 181822.83 192141.20 192334.53 180568.21 187154.21 179183.26 186
testing222430.52 165487.50 169259.56 172379.87 189282.69 1831138.34 19581.30 180880.86 193281.58 182834.27 193135.83 190333.22 179514.90 182140.56 178162.76 179
WB-MVSnew404.84 162458.00 164245.36 168374.70 185320.27 1871193.74 19772.90 175773.77 189238.30 174688.22 17990.05 175308.59 176532.76 184157.54 182107.21 167
fmvsm_l_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_l_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_a0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MM0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
WAC-MVS248.46 177422.23 170
Syy-MVS370.76 157415.60 160236.25 166310.54 177210.76 173965.13 18198.58 192746.06 186266.26 179788.85 18591.37 176364.76 182357.17 168116.42 171133.22 172
test_fmvsmconf0.1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvsmconf0.01_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
myMVS_eth3d390.90 160437.44 161251.28 171310.54 177255.86 179965.13 18198.58 192746.06 186266.26 179788.85 185154.95 194364.76 182490.19 173116.42 171133.22 172
testing3418.10 164469.06 166265.23 173335.69 180290.63 1841240.88 19993.72 187717.99 183215.31 171811.97 191232.41 221358.74 181458.67 172114.88 169146.32 175
SSC-MVS320.23 154364.09 156188.66 161260.78 172193.84 170975.93 18373.11 176596.72 175185.29 169589.02 17274.47 171246.01 171427.42 17194.06 167126.12 169
test_fmvsmconf_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
WB-MVS316.44 153357.41 155193.51 162257.06 171213.32 174914.45 17849.03 172600.77 176186.42 170634.00 17775.03 172251.35 172411.39 16988.55 166115.87 168
test_fmvsmvis_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
dmvs_re10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
SDMVSNet10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
dmvs_testset10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
sd_testset10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_fmvsm_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_cas_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis3_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testf10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_f0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVS207.10 150234.26 152125.61 158180.34 167153.23 168635.64 17130.05 165378.38 167127.68 166377.08 16448.95 166154.43 166266.67 16563.56 16269.18 163
FA-MVS(test-final)261.15 151293.29 153164.72 159236.23 170199.99 172800.05 17642.35 170475.87 169155.47 167470.67 16658.49 167205.24 168319.44 16681.03 16588.93 164
iter_conf_final10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
bld_raw_dy_0_6410000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
patch_mono-210000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
EGC-MVSNET2819.75 2373096.89 2401988.33 2583105.00 2882241.00 2789480.00 267640.00 2744209.00 2491583.00 2644740.00 255547.00 2502797.00 2712644.00 245924.00 258927.00 252
test250610000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test111110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ECVR-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_blank10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
tt080510000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
DVP-MVS++3981.10 2524731.32 2571730.42 2502191.51 2691949.98 27216473.90 288355.33 2347172.90 2811622.98 2697879.79 279434.33 2392428.11 2615762.12 271689.04 233813.18 239
FOURS12643.17 2782465.14 28113996.40 283493.26 2557619.38 2842107.24 277
MSC_two_6792asdad2237.56 2622643.17 2782465.14 281493.26 2553088.29 2786075.14 2781078.39 2701159.26 268
PC_three_14527619.38 2842107.24 2777416.93 275610.24 2553088.29 2786075.14 2781078.39 2701159.26 268
No_MVS2237.56 2622643.17 2782465.14 281493.26 2553088.29 2786075.14 2781078.39 2701159.26 268
test_one_06012643.17 2782465.14 281493.26 2557619.38 2842107.24 2777416.93 275610.24 255
eth-test21.42 84
eth-test10000000.00 310
GeoE19.41 12622.09 12811.37 13117.21 14211.30 14050.50 1444.30 12233.60 14111.70 14044.50 1417.30 12718.90 14122.60 1397.10 1273.90 114
test_method18.29 12520.89 12710.50 13015.00 14013.00 14255.00 1453.00 12134.00 14211.50 13832.50 1365.00 11613.50 13927.00 1405.00 1165.00 116
Anonymous2024052110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
h-mvs330.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
hse-mvs20.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
CL-MVSNet_self_test0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
KD-MVS_2432*16001.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
KD-MVS_self_test0.60 570.60 570.60 610.60 680.60 680.60 690.60 690.60 680.60 670.60 650.60 670.60 680.60 650.60 670.60 66
AUN-MVS0.30 360.30 370.30 410.30 480.30 480.30 480.30 490.30 480.30 470.30 450.30 470.30 480.30 460.30 460.30 46
ZD-MVS1584.00 2471821.00 270378.00 2393721.00 2451231.00 2461833.00 227321.00 2291224.00 2392103.00 240692.00 236
SR-MVS-dyc-post11.55 12311.55 12511.55 13211.55 13911.55 14111.55 13811.55 14711.55 13911.55 13911.55 13411.55 14111.55 13811.55 13611.55 13911.55 138
RE-MVS-def610.10 179610.10 205610.10 218610.10 169610.10 270610.10 177610.10 217610.10 173610.10 253610.10 189610.10 226610.10 224
SED-MVS4062.74 2554671.13 2562237.56 2622643.17 2782465.14 28113996.40 283493.26 2557619.38 2842107.24 2777416.93 275610.24 2553088.29 2786075.14 2781078.39 2701159.26 268
IU-MVS2725.60 2832598.35 287515.86 2637016.02 2772363.85 2815973.88 2741620.04 2821732.56 278
OPU-MVS2451.45 2702725.60 2832598.35 2879203.30 2636894.28 269887.23 2733023.43 2745973.88 2741620.04 2821732.56 278
test_241102_TWO515.86 2637016.02 2772363.85 2816894.28 269887.23 2733023.43 2745973.88 2741620.04 2821732.56 278
test_241102_ONE2725.60 2832598.35 287515.86 2637016.02 2772363.85 2816894.28 269887.23 2733023.43 274
SF-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
cl2210000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
miper_ehance_all_eth10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
miper_enhance_ethall10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ZNCC-MVS9999.00 2619999.00 2649999.00 2789999.00 2969999.00 2989999.00 2689999.00 3019999.00 2899999.00 2939999.00 2869999.00 2949999.00 2919999.00 2919999.00 2929999.00 290
dcpmvs_210000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
cl____10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
DIV-MVS_self_test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
eth_miper_zixun_eth10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
9.140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
uanet_test1000.00 2051000.00 2041000.00 2261000.00 2351000.00 2401000.00 1871000.00 2891000.00 2011000.00 2351000.00 2011000.00 2811000.00 2311000.00 2111000.00 2651000.00 262
DCPMVS10000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
UniMVSNet_ETH3D10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
EIA-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
miper_refine_blended1.30 691.30 701.30 751.30 821.30 831.30 811.30 841.30 821.30 811.30 791.30 811.30 821.30 801.30 801.30 80
miper_lstm_enhance10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ETV-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
CS-MVS0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
D2MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
DVP-MVScopyleft3981.10 2524731.32 2571730.42 2502191.51 2691949.98 27216473.90 288355.33 2347172.90 2811622.98 2697879.79 279434.33 2392428.11 2615762.12 271689.04 233813.18 239
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 2591363.85 2514894.28 257387.23 2362023.43 2523973.88 257620.04 228732.56 233
test_0728_SECOND1451.45 2411725.60 2501598.35 2549203.30 263315.86 2302023.43 2523973.88 257620.04 228732.56 233
test07261725.60 2501598.35 2549203.30 263315.86 2305016.02 2591363.85 2514894.28 257387.23 236
SR-MVS610.10 177610.10 179610.10 208610.10 205610.10 218610.10 169610.10 270610.10 177610.10 217610.10 173610.10 253610.10 211610.10 189610.10 226610.10 224
DPM-MVS3268.00 2423762.89 2451783.33 2521756.00 2551806.00 26812319.00 279307.00 2286319.00 2701557.00 2625763.00 263302.00 2272609.00 2655061.00 268482.00 223935.00 253
GST-MVS4000.00 2544533.33 2552400.00 2652400.00 2742400.00 2807200.00 2482400.00 2977200.00 2832400.00 2857200.00 2732400.00 2912400.00 2607200.00 2842400.00 2882400.00 287
test_yl10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
thisisatest053010000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Anonymous2024052910000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Anonymous20240521110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
DCV-MVSNet10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
tttt051710000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
our_test_310000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
thisisatest051510000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ppachtmachnet_test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
SMA-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
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
GSMVS10000000.00 304
DPE-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 31010000000.00 31210000000.00 307
thres100view90010000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
tfpnnormal10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
tfpn200view910000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
c3_l10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
CHOSEN 280x4202340.81 2282643.03 2311434.14 2372025.55 2661629.36 2576542.40 243412.49 2434219.70 2501547.02 2594328.52 249650.74 2601798.26 2463333.17 250727.72 239874.79 246
CANet110.62 135124.04 13770.34 14282.03 15174.27 154325.54 15425.25 152207.16 15069.28 152194.38 14727.53 14895.79 156147.76 15037.43 14540.97 155
Fast-Effi-MVS+-dtu0.44 540.44 550.44 590.44 660.44 660.44 660.44 670.44 660.44 650.44 630.44 650.44 660.44 640.44 640.44 64
Effi-MVS+-dtu0.59 560.61 580.53 600.68 740.53 670.53 670.68 750.68 740.53 660.53 640.68 730.53 670.68 720.53 650.53 65
CANet_DTU110.62 135124.04 13770.34 14282.03 15174.27 154325.54 15425.25 152207.16 15069.28 152194.38 14727.53 14895.79 156147.76 15037.43 14540.97 155
MVS_03040.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MP-MVS-pluss833433.63 2741111219.60 28075.70 14574.28 14973.29 152284.50 15011.35 145238.58 15465.86 150255.35 16214.55 143115.69 16410000000.00 30731.94 14338.12 149
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 2564911.12 2602451.45 2702725.60 2832598.35 28716203.30 287515.86 2637016.02 2772363.85 2816894.28 269887.23 2733023.43 2745973.88 2741620.04 2821732.56 278
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 30710000000.00 304
sam_mvs10000000.00 307
IterMVS-SCA-FT10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
TSAR-MVS + MP.3528.01 2454065.89 2521914.35 2552349.10 2722141.30 27712362.70 281417.60 2476717.80 2761759.40 2736497.50 266518.18 2462629.38 2685164.32 270806.40 250972.38 258
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 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
OPM-MVS3268.00 2423762.89 2451783.33 2521756.00 2551806.00 26812319.00 279307.00 2286319.00 2701557.00 2625763.00 263302.00 2272609.00 2655061.00 268482.00 223935.00 253
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 138133.18 14075.70 14574.28 14973.29 152284.50 15011.35 145238.58 15465.86 150255.35 16214.55 143115.69 164222.18 16431.94 14338.12 149
ambc999.00 223999.00 232999.00 237999.00 184999.00 286999.00 232999.00 198999.00 278999.00 228999.00 208999.00 262999.00 259
MTGPAbinary10000000.00 313
CS-MVS-test0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
Effi-MVS+0.58 550.56 560.62 620.53 670.62 690.53 670.53 680.53 670.62 680.62 660.53 660.62 690.62 660.53 650.62 67
xiu_mvs_v2_base10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
xiu_mvs_v1_base10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
new-patchmatchnet766.12 184859.03 189487.38 199595.68 200536.14 2032346.27 213142.51 2131488.08 215422.43 1941361.32 214163.65 198628.60 2131003.74 215207.61 196297.41 205
pmmvs610000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
pmmvs510000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_post110000000.00 30110000000.00 30410000000.00 30710000000.00 30710000000.00 307
test_post10000000.00 30410000000.00 30710000000.00 307
Fast-Effi-MVS+0.41 530.40 420.41 580.41 650.41 650.41 650.35 540.41 650.41 640.41 620.41 640.41 650.41 630.41 630.41 63
patchmatchnet-post10000000.00 30410000000.00 30710000000.00 307
Anonymous2023121110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
pmmvs-eth3d10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
GG-mvs-BLEND596.01 206611.29 207600.33 215790.30 173513.12 261552.71 210567.40 167662.54 265531.67 195503.93 177779.80 243656.02 227
xiu_mvs_v1_base_debi10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
Anonymous2023120610000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
MTAPA833442.10 2751111233.77 28167.09 14165.59 14864.81 151284.50 15010000000.00 313219.97 15359.62 149229.89 15712.72 142103.00 162203.67 16327.93 14233.46 141
MTMP10000000.00 30110000000.00 313
gm-plane-assit611.29 207600.33 215579.21 171567.40 167531.67 195503.93 177
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 170533.67 172293.33 176376.00 186318.00 1851461.00 20296.00 188835.00 191290.00 186804.00 18897.00 178383.00 188688.00 198156.00 180179.00 184
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 176605.37 178562.67 203617.29 211500.33 201772.30 172413.12 246579.21 171552.71 210567.40 167662.54 265531.67 195503.93 177779.80 243656.02 227
SCA10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Patchmatch-test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 170533.67 172293.33 176376.00 186318.00 1851461.00 20296.00 188835.00 191290.00 186804.00 18897.00 178383.00 188688.00 198156.00 180179.00 184
Patchmatch-RL test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
cdsmvs_eth3d_5k10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
pcd_1.5k_mvsjas10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 158412.78 159246.00 169231.00 169197.00 1711293.00 201376.00 238756.00 188609.00 21671.00 142106.00 182195.00 167102.00 148171.00 188346.00 212
canonicalmvs10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
anonymousdsp10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
alignmvs2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
nrg0302.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
v1441920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FIs10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
v19219200.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
UA-Net10000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
v11920.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
FC-MVSNet-test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
v11440.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet-low-res10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
HFP-MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v1480.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
sosnet1000.00 2051000.00 2041000.00 2261000.00 2351000.00 2401000.00 1871000.00 2891000.00 2011000.00 2351000.00 2011000.00 2811000.00 2311000.00 2111000.00 2651000.00 262
uncertanet10000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
AllTest10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
TestCases10000000.00 29310000000.00 31010000000.00 31210000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
v7n0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
region2R0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
iter_conf0510000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
RRT_MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
PS-MVSNAJss10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
PS-MVSNAJ10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
jajsoiax10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
mvs_tets10.28 11310.28 11510.28 12010.28 12810.28 13010.28 12810.28 13510.28 12910.28 12810.28 12410.28 13010.28 12810.28 12610.28 12910.28 128
EI-MVSNet-UG-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
EI-MVSNet-Vis-set1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS++copyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_prior40.00 10.00 1
XVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
v12400.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
pm-mvs110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_prior0.00 10.00 10.00 10.00 10.00 10.00 1
旧先验20.00 10.00 10.00 10.00 10.00 1
新几何20.00 1
新几何10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
旧先验10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
无先验0.00 10.00 10.00 10.00 10.00 10.00 1
原ACMM20.00 1
原ACMM10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test2220.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata20.00 10.00 1
segment_acmp0.00 1
testdata0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testdata10.00 10.00 1
v80.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
13140.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
LFMVS2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
VDD-MVS2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
VDDNet2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
v100.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
VPNet2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
MVS0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
v2v4820.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
V420.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
SD-MVS2654.53 2343055.56 2391451.45 2411725.60 2501598.35 2549203.30 263315.86 2305016.02 2591363.85 2514894.28 257387.23 2362023.43 2523973.88 257620.04 228732.56 233
Zhenlong Yuan, Jiakai Cao, Zhaoxin Li, Hao Jiang and Zhaoqi Wang: SD-MVS: Segmentation-driven Deformation Multi-View Stereo with Spherical Refinement and EM optimization. AAAI2024
GA-MVS0.40 410.40 420.40 460.40 530.40 530.40 530.40 550.40 530.40 520.40 500.40 520.40 530.40 510.40 510.40 51
MSLP-MVS++1242.93 2141411.08 217738.48 219712.71 223712.68 2244168.17 234136.50 2112276.40 235613.28 2192368.60 235161.61 1971130.38 2381964.54 238297.88 214372.39 215
APDe-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ADS-MVSNet2443.33 167482.84 167324.79 182434.94 195387.73 1931110.57 19287.69 184887.02 194282.92 183779.29 18398.57 180422.76 191502.40 175162.19 186163.87 180
EI-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Regformer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CVMVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
pmmvs410000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
EU-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
VNet2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
test-LLR10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
TESTMET0.1,110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test-mter10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
VPA-MVSNet2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
ACMMPR1296.60 2161480.82 219743.96 220899.25 229763.47 2284305.47 235143.90 2142530.94 238683.99 2212346.34 234201.65 2141098.25 2361920.59 237295.21 213370.16 214
testgi10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test20.0310000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
thres600view710000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ADS-MVSNet443.33 167482.84 167324.79 182434.94 195387.73 1931110.57 19287.69 184887.02 194282.92 183779.29 18398.57 180422.76 191502.40 175162.19 186163.87 180
MP-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
thres40010000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test12310000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
thres20010000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test0.0.03 110000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
pmmvs310000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
EMVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
E-PMN10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
PGM-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
LCM-MVSNet-Re0.89 650.89 660.89 700.89 770.89 770.89 770.89 780.89 770.89 760.89 740.89 760.89 770.89 750.89 750.89 75
LCM-MVSNet0.37 400.36 410.37 450.37 520.37 520.37 520.32 530.37 520.37 510.37 490.37 510.37 520.37 500.37 500.37 50
MCST-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
mvs_anonymous774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
MVS_Test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
MDA-MVSNet-bldmvs1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
CDPH-MVS6.66 1126.66 1136.66 1186.66 1266.66 1266.66 1256.66 1326.66 1266.66 1246.66 1226.66 1266.66 1256.66 1236.66 1266.66 126
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
diffmvspermissive774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
baseline2774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
baseline1774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
YYNet11.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
PMMVS210000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
MDA-MVSNet_test_wron1.20 661.20 671.20 721.20 791.20 801.20 781.20 811.20 791.20 781.20 761.20 781.20 791.20 771.20 771.20 77
tpmvs501.65 173567.42 175304.33 179395.39 190356.32 1901512.04 205216.53 225994.15 198350.16 191804.16 190119.38 186380.98 185555.14 186159.87 184175.69 183
PM-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
HQP_MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
plane_prior710000000.00 31010000000.00 312
plane_prior610000000.00 31010000000.00 31210000000.00 307
plane_prior510000000.00 31310000000.00 30710000000.00 30710000000.00 30610000000.00 304
plane_prior410000000.00 304
plane_prior310000000.00 31210000000.00 30710000000.00 307
plane_prior210000000.00 30110000000.00 307
plane_prior110000000.00 310
plane_prior1.00 782.00 1062.00 1072.00 105
PS-CasMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
PEN-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TransMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DTE-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
DU-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
UniMVSNet (Re)1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
CP-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS_H1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
WR-MVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
Baseline_NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TranMVSNet+NR-MVSNet1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
TSAR-MVS + GP.1386.84 2171622.84 221678.81 216952.13 231840.17 2325358.21 240170.75 2202650.47 239713.54 2252394.28 236209.42 218855.56 2211854.36 236302.42 215340.71 211
n214.20 148
nn1.42 86
mPP-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
door-mid1.42 86
XVG-OURS-SEG-HR999999.00 276999999.00 277999999.00 290999999.00 307999999.00 309999999.00 298999999.00 310999999.00 304999999.00 304999999.00 301999999.00 304999999.00 304999999.00 304999999.00 303999999.00 301
mvsmamba10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
MVSFormer1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
jason: jason.
lupinMVS1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
test_djsdf1.42 711.42 721.42 771.42 841.42 851.42 831.42 861.42 841.42 831.42 811.42 831.42 841.42 821.42 821.42 82
HPM-MVS_fast10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
K. test v3877.74 198980.16 201570.46 2051316.85 244813.15 2302565.52 225103.78 1961509.49 223548.33 2091258.90 211219.93 220587.82 2101102.37 225196.30 193310.42 207
lessismore_v0569.20 204667.25 221644.68 22196.45 190428.86 1961514.17 223204.21 216756.58 2171061.60 217197.79 194306.34 206
SixPastTwentyTwo773.62 185869.37 191486.35 198603.45 202547.15 2122532.14 224106.92 1971434.95 214428.08 1951360.56 213165.15 199628.96 214984.09 207209.01 197282.94 202
OurMVSNet-221017-0999.00 203999.00 202999.00 223999.00 232999.00 237999.00 184999.00 286999.00 199999.00 232999.00 198999.00 278999.00 228999.00 208999.00 262999.00 259
HPM-MVScopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 276999999.00 277999999.00 290999999.00 307999999.00 309999999.00 298999999.00 310999999.00 304999999.00 304999999.00 301999999.00 304999999.00 304999999.00 304999999.00 303999999.00 301
XVG-ACMP-BASELINE999999.00 276999999.00 277999999.00 290999999.00 307999999.00 309999999.00 298999999.00 310999999.00 304999999.00 304999999.00 301999999.00 304999999.00 304999999.00 304999999.00 303999999.00 301
casdiffmvs_mvgpermissive774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
Fangjinhua Wang, Qingshan Xu, Yew-Soon Ong, Marc Pollefeys: Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model. IEEE T-PAMI 2025
LPG-MVS_test10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
LGP-MVS_train10000000.00 29310000000.00 31010000000.00 31210000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
baseline774.90 186882.28 192452.77 188636.50 212537.20 2042348.80 214120.30 2001504.30 216474.40 1981371.10 215186.90 201564.70 2011078.90 218219.30 198256.40 192
test111.00 79
door99.00 194
EPNet_dtu10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2282643.03 2311434.14 2372025.55 2661629.36 2576542.40 243412.49 2434219.70 2501547.02 2594328.52 249650.74 2601798.26 2463333.17 250727.72 239874.79 246
EPNet10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 312
HQP-NCC10000000.00 31010000000.00 30110000000.00 30710000000.00 307
ACMP_Plane10000000.00 31010000000.00 30110000000.00 30710000000.00 307
APD-MVScopyleft1000000000.00 3851000000000.00 3881000000000.00 4011000000000.00 4261000000000.00 4261000000000.00 4121000000000.00 4261000000000.00 4191000000000.00 4201000000000.00 4171000000000.00 4221000000000.00 4201000000000.00 4191000000000.00 4181000000000.00 416
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 307
HQP4-MVS10000000.00 30710000000.00 30710000000.00 304
HQP3-MVS10000000.00 31310000000.00 306
HQP2-MVS10000000.00 307
CNVR-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
NCCC10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
114514_t99999.00 27299999.00 27599999.00 28899999.00 30599999.00 30799999.00 29699999.00 30899999.00 30299999.00 30299999.00 29999999.00 30299999.00 30299999.00 30299999.00 30199999.00 299
CP-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
DSMNet-mixed131.33 146143.00 14896.33 15799.00 15681.00 157201.00 14745.00 171335.00 16699.00 165251.00 16138.00 161110.00 163120.00 14999.00 16898.00 165
tpm23617.85 2464007.23 2482449.73 2662012.71 2621698.05 2627351.19 249869.29 2816132.06 2651588.28 2658007.42 2811281.09 2873888.11 2857472.04 2861351.00 2761763.02 282
NP-MVS10000000.00 31010000000.00 31210000000.00 304
EG-PatchMatch MVS437.03 166493.12 170268.77 174264.80 173260.20 1811491.80 20498.00 191723.20 185238.80 175722.40 18063.10 168382.00 186629.00 191207.00 195164.10 182
tpm cat13617.85 2464007.23 2482449.73 2662012.71 2621698.05 2627351.19 249869.29 2816132.06 2651588.28 2658007.42 2811281.09 2873888.11 2857472.04 2861351.00 2761763.02 282
SteuartSystems-ACMMP2891.50 2393284.78 2421711.67 2491954.00 2601655.00 26010117.00 276445.00 2485102.00 2621375.00 2555126.00 261351.00 2332638.00 2694402.00 264691.00 235842.00 243
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 2464007.23 2482449.73 2662012.71 2621698.05 2627351.19 249869.29 2816132.06 2651588.28 2658007.42 2811281.09 2873888.11 2857472.04 2861351.00 2761763.02 282
CR-MVSNet612.36 178617.81 181596.01 206611.29 207600.33 215790.30 173513.12 261579.21 171552.71 210567.40 167662.54 265531.67 195503.93 177779.80 243656.02 227
JIA-IIPM804.30 194835.64 187710.26 217885.90 227895.90 235455.98 167668.73 2751297.17 2101002.26 2391001.67 205655.98 263756.98 218667.90 195885.21 255477.90 221
Patchmtry1090.75 2101198.88 212766.38 2211290.90 242485.90 1992423.98 2211267.30 2931297.17 210923.90 229923.40 1961215.54 286990.23 226667.90 195779.80 243823.02 241
PatchT856.34 197860.99 190842.38 2221290.90 242880.90 233790.30 1731267.30 293579.21 171923.90 229567.40 167662.54 265990.23 226887.56 203779.80 243656.02 227
tpmrst2557.50 2322847.12 2351688.66 2481784.08 2581778.25 2677445.50 253342.14 2334471.54 2541534.55 2584382.10 252530.10 2482361.21 2594142.81 260991.22 260926.51 251
BH-w/o40.00 12740.00 12940.00 13540.00 14340.00 14440.00 14040.00 16640.00 14340.00 14340.00 13740.00 16240.00 14340.00 14140.00 15540.00 151
tpm3617.85 2464007.23 2482449.73 2662012.71 2621698.05 2627351.19 249869.29 2816132.06 2651588.28 2658007.42 2811281.09 2873888.11 2857472.04 2861351.00 2761763.02 282
DELS-MVS514.57 174587.73 177295.12 178343.03 181328.09 1891540.48 206116.22 199988.59 197325.44 189906.22 195119.86 187365.72 184788.60 200161.09 185191.55 188
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 12740.00 12940.00 13540.00 14340.00 14440.00 14040.00 16640.00 14340.00 14340.00 13740.00 16240.00 14340.00 14140.00 15540.00 151
RPMNet787.26 193829.13 186661.63 212885.90 227895.90 235455.98 167610.10 2701297.17 2101002.26 2391001.67 205655.98 263611.10 212667.90 195885.21 255477.90 221
MVSTER890.06 1991005.91 208542.52 201736.13 224653.90 2222616.56 226145.22 2151692.10 227555.69 2131554.72 224266.25 222660.02 2161219.66 227266.84 210313.64 208
CPTT-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
GBi-Net44.67 13149.24 13330.96 13447.53 14747.57 148126.09 1468.00 13376.99 14726.09 14273.50 14311.27 14030.55 14261.12 14512.58 14014.75 139
PVSNet_Blended_VisFu136.90 147155.40 14981.40 154111.00 16496.20 158407.00 16425.90 155251.60 15685.10 162240.50 15837.00 15899.90 159199.80 16040.70 15948.10 158
PVSNet_BlendedMVS136.90 147155.40 14981.40 154111.00 16496.20 158407.00 16425.90 155251.60 15685.10 162240.50 15837.00 15899.90 159199.80 16040.70 15948.10 158
UnsupCasMVSNet_eth5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
UnsupCasMVSNet_bld5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
PVSNet_Blended136.90 147155.40 14981.40 154111.00 16496.20 158407.00 16425.90 155251.60 15685.10 162240.50 15837.00 15899.90 159199.80 16040.70 15948.10 158
FMVSNet5124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
test1124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
new_pmnet88.14 13398.62 13456.70 13998.14 15456.07 149246.79 14815.37 150148.06 14850.77 147143.13 14423.35 14662.65 14793.26 14668.71 16351.38 161
FMVSNet3124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
dp87.20 132113.80 1367.42 11910.50 1388.88 127298.82 1532.70 120510.35 1707.79 125172.93 1463.37 1159.16 12614.00 1373.71 1154.23 115
FMVSNet2124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
FMVSNet1124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
N_pmnet88.14 13398.62 13456.70 13998.14 15456.07 149246.79 14815.37 150148.06 14850.77 147143.13 14423.35 14662.65 14793.26 14668.71 16351.38 161
cascas2.00 942.00 952.00 1002.00 1082.00 1082.00 1062.00 1112.00 1072.00 1062.00 1042.00 1062.00 1072.00 1052.00 1052.00 105
BH-RMVSNet40.00 12740.00 12940.00 13540.00 14340.00 14440.00 14040.00 16640.00 14340.00 14340.00 13740.00 16240.00 14340.00 14140.00 15540.00 151
UGNet110.62 135124.04 13770.34 14282.03 15174.27 154325.54 15425.25 152207.16 15069.28 152194.38 14727.53 14895.79 156147.76 15037.43 14540.97 155
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 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
XXY-MVS15.00 12415.00 12615.00 13315.00 14015.00 14315.00 13915.00 14915.00 14015.00 14115.00 13515.00 14515.00 14015.00 13815.00 14115.00 140
EC-MVSNet0.62 580.62 590.62 620.62 690.62 690.62 700.62 700.62 690.62 680.62 660.62 680.62 690.62 660.62 680.62 67
sss5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
Test_1112_low_res5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
1112_ss5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
ab-mvs-re5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
ab-mvs5.90 1035.90 1045.90 1095.90 1175.90 1175.90 1165.90 1235.90 1175.90 1155.90 1135.90 1175.90 1165.90 1145.90 1175.90 117
TR-MVS40.00 12740.00 12940.00 13540.00 14340.00 14440.00 14040.00 16640.00 14340.00 14340.00 13740.00 16240.00 14340.00 14140.00 15540.00 151
MDTV_nov1_ep13_2view9.99 1289.99 1269.99 1279.99 1269.99 1289.99 1249.99 127
MDTV_nov1_ep139.99 1149.99 1279.99 1289.99 1269.99 1349.99 1279.99 1269.99 1239.99 1289.99 1279.99 1249.99 128
MIMVSNet1124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
MIMVSNet124.76 139140.93 14176.26 147107.44 157100.17 161329.88 15727.12 158259.44 15974.30 155204.34 15030.74 15192.41 149196.98 15338.15 14836.19 142
IterMVS-LS758.94 183856.56 188466.10 196606.60 203546.80 2112309.90 212122.20 2071402.80 213463.50 1971348.20 212192.60 210574.60 2091028.60 216234.60 207276.90 201
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 306
IterMVS615.05 179691.66 182385.23 186516.40 198454.80 1981863.80 208102.10 1951142.20 207364.10 1921093.20 209135.00 189480.40 194826.90 201181.20 189220.50 190
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 175581.17 176321.48 181361.02 183429.00 1971995.36 21078.48 179796.20 190283.32 185796.02 18796.78 177382.98 187636.72 193186.66 192152.46 177
MVS_111021_LR1136.45 2121298.72 215649.64 210756.17 225726.26 2263785.94 230138.15 2122190.64 234629.63 2202064.39 231165.45 200874.83 2221678.43 234279.70 212347.82 213
DP-MVS264.78 152296.02 154171.04 160191.70 168183.96 169827.10 17778.36 178438.24 168176.64 168435.12 16565.04 169230.52 170334.02 167117.96 17498.64 166
ACMMP++10000000.00 306
HQP-MVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
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 2383170.00 2411999.67 2591673.00 2482042.00 2768593.00 260474.00 2526452.00 2721268.00 2495125.00 260339.00 2313004.00 2734222.00 263384.00 220953.00 255
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2242452.68 2271143.53 2322938.33 2871446.92 2496083.19 241391.74 2403801.71 2461202.10 2453439.72 241492.73 2441304.35 2403048.25 248676.32 231679.32 232
IS-MVSNet10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
HyFIR lowres test2340.81 2282643.03 2311434.14 2372025.55 2661629.36 2576542.40 243412.49 2434219.70 2501547.02 2594328.52 249650.74 2601798.26 2463333.17 250727.72 239874.79 246
EPMVS999.00 203999.00 202999.00 223999.00 232999.00 237999.00 184999.00 286999.00 199999.00 232999.00 198999.00 278999.00 228999.00 208999.00 262999.00 259
PAPM_NR10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
TAMVS0.88 630.88 640.88 680.88 750.88 750.88 750.88 760.88 750.88 740.88 720.88 740.88 750.88 730.88 730.88 73
PAPR10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
RPSCF394.81 161445.63 163242.35 167276.55 176253.63 1781207.27 19890.69 186715.56 182241.57 176684.87 178111.96 183320.02 177548.38 185133.81 175153.39 178
Vis-MVSNet (Re-imp)10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
test_04021110.00 2111260.00 214660.00 211900.00 230780.00 2293300.00 228210.00 2242040.00 232690.00 2221950.00 229300.00 226810.00 2191620.00 232330.00 218390.00 218
MVS_111021_HR3742.80 2504330.34 2531980.20 2572484.31 2752259.52 27914973.80 286515.90 2676500.13 2731949.21 2766146.89 265535.66 2492593.66 2644880.76 267986.37 2591087.43 267
CSCG826.03 195963.29 200414.24 187421.52 193426.11 1962230.35 211179.52 2211827.44 228733.43 227933.12 197281.25 223545.23 1991800.35 235262.64 209271.38 200
PatchMatch-RL10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
API-MVS4380.83 2574906.56 2592803.67 2733844.00 2903116.00 29213454.00 282901.00 2856511.00 2742794.00 2877365.00 274754.00 2693634.00 2836622.00 2831914.00 2871661.00 277
Test By Simon990.00 277
TDRefinement10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
USDC1000.00 2051000.00 2041000.00 2261000.00 2351000.00 2401000.00 1871000.00 2891000.00 2011000.00 2351000.00 2011000.00 2811000.00 2311000.00 2111000.00 2651000.00 262
EPP-MVSNet10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
PMMVS10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
PAPM10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
ACMMPcopyleft10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
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 26911772.44 2727637.33 2779120.00 2958206.00 29622252.00 2902010.00 29624984.00 2997458.00 29222596.00 2962940.00 29210260.00 29811100.00 2983492.00 2904446.00 288
PatchmatchNetpermissive492.52 172551.22 174316.40 180400.20 191357.90 1911277.10 200115.80 1981034.60 205315.90 188874.00 194155.10 195402.20 190629.50 192158.80 183189.10 187
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 27299999.00 27599999.00 28899999.00 30599999.00 30799999.00 29699999.00 30899999.00 30299999.00 30299999.00 29999999.00 30299999.00 30299999.00 30299999.00 30199999.00 299
F-COLMAP1878.17 2212113.11 2241173.33 2341231.00 2401174.00 2456297.00 242392.00 2413356.00 2431087.00 2413082.00 240361.00 2341670.00 2432523.00 243689.00 232676.00 231
ANet_high10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
wuyk23d10000000.00 27910000000.00 28210000000.00 29310000000.00 31010000000.00 31210000000.00 30110000000.00 31310000000.00 30710000000.00 30710000000.00 30410000000.00 30710000000.00 30710000000.00 30710000000.00 30610000000.00 304
OMC-MVS5022.26 2585748.82 2612842.58 2744905.27 2923101.27 29114933.60 285812.24 2799278.40 2882959.29 2888800.17 2851092.24 2853806.30 2847568.54 2901389.60 2801620.18 276
MG-MVS1256.50 2151432.00 218730.00 218610.00 204760.00 2274720.00 237169.00 2191920.00 231723.00 2262510.00 238201.00 2131050.00 2351645.00 233390.00 221380.00 216
AdaColmapbinary2570.77 2332948.61 2361437.24 2401873.64 2591526.60 2517819.77 254373.97 2374970.45 2571479.29 2564648.46 254525.80 2471904.97 2504150.42 261695.69 238880.14 249
uanet10000.00 26210000.00 26510000.00 27910000.00 29710000.00 29910000.00 26910000.00 30210000.00 29010000.00 29410000.00 28710000.00 29510000.00 29210000.00 29210000.00 29310000.00 291
ITE_SJBPF2014.00 2601998.00 2611992.00 274701.00 2765989.00 2641812.00 2753612.00 245650.00 2592852.00 2724601.00 2661195.00 2751198.00 272
DeepMVS_CXcopyleft1.00 711.00 781.00 781.00 791.00 781.00 771.00 751.00 771.00 781.00 761.00 761.00 76
TinyColmap1000.00 2051000.00 2041000.00 2261000.00 2351000.00 2401000.00 1871000.00 2891000.00 2011000.00 2351000.00 2011000.00 2811000.00 2311000.00 2111000.00 2651000.00 262
MAR-MVS3973.16 2514387.92 2542728.86 2723345.27 2893341.39 29311403.90 278798.76 2786555.62 2752569.29 2866514.86 267834.97 2723237.43 2825891.08 2731577.54 2811607.76 274
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 2363049.67 2381649.00 2471755.00 2541689.00 2618330.00 258464.00 2514997.00 2581528.00 2574763.00 256568.00 2512296.00 2584215.00 262827.00 251962.00 256
MSDG32606.17 27134443.44 27427094.33 28729249.00 30425246.00 30651144.00 2956705.00 30042886.00 30122888.00 30148534.00 29813263.00 30137507.00 30179298.00 30116024.00 30018530.00 297
LS3D7684.71 2608776.23 2634410.16 2765298.55 2935631.53 29534329.90 2931504.57 29511554.00 2973896.41 28915111.00 294812.19 2705985.63 2903516.20 2542963.23 2891613.31 275
CLD-MVS7338.25 2598341.00 2624330.00 2754902.00 2914991.00 29423318.00 291728.00 27714437.00 2984378.00 29013379.00 293824.00 2715708.00 28911429.00 2991674.00 2862291.00 286
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2181495.59 2201141.23 231648.01 220893.85 2344124.00 233503.81 2603219.04 241742.72 2282498.84 237157.98 1961727.83 244832.93 202732.98 242802.00 236
Gipumacopyleft689.75 182767.00 185458.00 195613.00 210549.00 2131943.00 209187.00 2221230.00 209518.00 2071092.00 208203.00 215564.00 200892.00 204225.00 205261.00 199
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015