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 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ACMH+729.97 2661.38 289754.00 291383.51 295368.96 294376.38 3022483.74 33482.42 2941089.25 311333.39 3021219.68 31766.53 279573.60 319957.86 317184.14 308200.56 305
PMVScopyleft863.65 3957.08 3161054.11 325666.00 331401.00 307495.00 3173790.00 349279.00 3441607.00 335521.00 3251745.00 34190.00 2821105.00 355639.00 297415.00 340398.00 336
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 286700.96 289362.78 294426.10 311409.25 3071822.69 314124.42 3251186.23 314366.85 3071079.42 311190.60 326451.78 301930.72 315181.59 307227.30 308
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 3171106.11 327553.33 318494.00 314534.00 3193581.00 347136.00 3271585.00 334478.00 3221871.00 34490.00 282839.00 3371460.00 346260.00 325287.00 320
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 311937.18 312506.69 316645.55 337585.72 3322477.98 333130.52 3261578.29 333509.50 3231460.01 330194.90 328637.19 3271170.78 339267.07 328297.17 321
ACMP1246.57 71086.24 3261235.17 330639.45 326596.53 319639.91 3383904.24 350152.04 3331851.54 343566.58 3311997.95 346138.50 303938.30 3421605.46 349303.70 334340.14 327
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 3301332.72 333662.07 330584.90 317715.99 3434373.59 354153.99 3351880.27 344709.02 3412316.97 349188.63 325939.89 3431484.30 347302.78 333330.34 326
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 3181066.82 326673.70 332706.94 340695.69 3412669.02 340153.52 3342108.17 350605.54 3321679.14 338213.26 336886.75 3401236.76 344229.01 323438.67 338
OpenMVS_ROBcopyleft1936.51 101959.51 3392224.88 3431163.39 3501253.91 3591434.22 3667065.71 364272.76 3432472.29 3551647.54 3883538.72 361200.37 3291496.48 3602575.17 362997.45 379559.48 341
COLMAP_ROBcopyleft2144.59 111658.33 3371869.33 3391025.33 3471030.00 3571023.00 3625311.00 357359.00 3533044.00 358937.00 3482892.00 356332.00 3471440.00 3592312.00 359607.00 343613.00 344
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 3361886.82 340481.89 313847.73 344830.16 3497943.84 374189.23 3402398.83 354691.73 3402341.13 350209.16 334230.25 2651999.25 357360.46 336385.25 334
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 3432530.89 3461459.67 3601767.00 3751591.00 3717932.00 373399.00 3593643.00 3631176.00 3613569.00 362297.00 3421927.00 3693302.00 367693.00 355861.00 363
3Dnovator2482.06 142531.17 3482839.56 3511606.00 3621732.00 3711557.00 3708375.00 377483.00 3724370.00 3721371.00 3714200.00 366350.00 3492207.00 3743877.00 374798.00 3671054.00 384
CMPMVSbinary2623.62 151983.08 3402156.14 3421463.89 3611414.80 3641517.00 3685239.20 356867.40 3983310.30 3611128.70 3603489.90 360366.75 3522030.20 3732427.60 3601160.60 392844.46 362
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 3422474.00 3451349.67 3531407.00 3631356.00 3657164.00 365475.00 3713970.00 3661237.00 3653765.00 364451.00 3581891.00 3673006.00 365791.00 366802.00 354
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3573537.00 3601975.67 3732310.00 3892005.00 39310100.00 393626.00 3915753.00 3821803.00 3915179.00 380487.00 3602622.00 3854550.00 3831025.00 3871300.00 391
DeepPCF-MVS3452.42 182670.71 3523021.57 3541618.12 3632377.67 3911751.39 3848915.70 380567.44 3864569.74 3741236.84 3644615.63 371513.23 3622291.32 3753515.48 371882.39 372811.66 356
DeepC-MVS3917.13 193155.06 3583601.83 3611814.72 3712515.52 3941941.53 38910432.50 395589.42 3874789.45 3751298.65 3677677.31 396578.35 3692589.53 3813611.78 373923.52 375913.10 368
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 3442597.03 3471297.84 3521701.20 3671332.37 3648105.11 375451.45 3674031.84 3671099.10 3593966.50 365467.45 3591734.05 3632701.68 364848.94 370827.11 360
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3613806.99 3642078.63 3782535.47 3952499.25 4048816.16 379456.05 3686255.60 3881664.52 3896704.88 386629.95 3752768.38 3886343.93 400856.35 371968.25 375
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 38510002.44 38812195.33 4036242.00 4138768.00 41630896.00 4144451.00 41710331.00 4156247.00 40918296.00 413283.00 34121484.00 4187364.00 4035912.00 4106334.00 408
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 38722805.00 39025097.33 40415500.00 42219201.00 42442712.00 4166055.00 41838388.00 41916926.00 41838534.00 4157071.00 41135653.00 41929475.00 41810584.00 41820438.00 417
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
VLMVS_CLIP41.36 19842.10 20039.14 20239.32 20943.30 21534.99 20644.38 27540.53 21445.84 21739.32 20349.12 27141.40 21447.27 21238.10 23832.71 218
PatchmatchNet2copyleft400.00 305400.00 306400.00 240400.00 360400.00 262
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet1copyleft400.00 266400.00 339400.00 337
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
PatchmatchNet3copyleft400.00 295
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo. CVPR 2021
VLMVS39.38 19339.70 19538.39 20143.20 21441.62 21435.73 20739.21 26635.81 20946.46 21842.92 20831.86 25336.19 20946.03 21136.10 23437.37 236
PRO-TEST10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test-26052499999.00 42499999.00 42699999.00 42799999.00 42099999.00 42099999.00 42199999.00 42099999.00 420
RoMa-HiRes1034.45 3251193.62 328556.95 319500.36 315544.88 3283519.53 34661.60 2812201.60 352461.12 3132254.28 34860.98 276906.83 3411523.88 348159.21 298219.15 306
DKM-HiRes889.49 3141027.58 324475.22 312423.85 310483.27 3153121.07 34452.45 2801928.03 346389.91 3091854.07 34350.60 273758.69 3351297.31 345130.95 286183.70 298
ArgMatch-Sym628.95 287725.61 290338.98 293319.80 284348.01 2982161.93 32034.42 2641349.94 320274.47 2871311.17 31935.52 255536.43 309953.83 31689.37 268132.49 274
PMatch-Up-SfM815.39 308940.33 313440.56 301382.27 300431.17 3122810.50 34246.03 2771754.44 339360.71 3051728.19 33944.08 268722.27 3321214.00 341122.78 284168.24 292
onestephybrid010.00 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
viewmambapermissive0.00 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
PMatch-SfM784.39 305906.45 311418.23 300363.55 293413.41 3092750.56 34142.96 2731663.64 337341.27 3031653.81 33742.46 267676.23 3301182.18 340117.60 280165.06 291
DenseAffine716.23 293826.00 296386.90 297338.46 287383.55 3032528.22 33539.18 2651519.44 332321.65 2991502.70 33338.50 260629.37 3261046.88 32899.01 272147.77 282
ArgMatch-SfM559.81 280646.64 286299.29 283273.31 275302.88 2871966.31 31732.78 2611178.38 313242.47 2791172.35 31631.59 252476.65 302841.50 31181.11 266118.35 269
MASt3R-SfM432.55 267498.24 273235.48 264246.34 270235.93 2741447.80 30532.85 262924.84 298196.39 270881.24 29833.31 254367.13 287643.29 29878.11 263103.39 265
hybridnocas070.00 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
Casviewmambapermissive0.00 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
dtuonlycased0.00 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
dtuonly0.00 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
dtuplus0.00 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
SIFT-UM-Cal75.41 20285.83 20444.16 20952.44 21648.43 219255.64 2217.90 201154.54 22135.49 209135.89 2157.20 19362.85 219106.86 22016.47 21021.20 209
SIFT-NCM-Cal72.17 20181.80 20343.26 20853.17 21747.34 217241.27 2187.46 199147.21 21835.86 210128.70 2148.51 19662.68 21899.13 21814.93 20819.77 207
SIFT-CM-Cal70.81 20080.73 20241.07 20753.36 21845.50 216238.80 2177.63 200146.46 21736.86 211124.25 2138.43 19557.83 21596.77 21713.98 20719.87 208
SIFT-PCN-Cal76.63 20386.39 20547.35 21086.31 23248.76 220235.08 21617.15 239145.29 21638.11 212117.96 21218.08 23464.06 22095.58 21623.97 21929.22 214
SIFT-NN-UMatch155.66 240177.77 24289.32 245115.42 25493.92 245530.76 26015.24 236312.03 25672.31 245292.83 25516.40 232130.90 254213.19 25431.76 23043.14 248
SIFT-NN-NCMNet145.54 236166.42 23882.90 242115.73 25592.94 243527.19 25914.03 230285.84 25165.69 235256.06 24716.30 230118.43 251188.39 23728.57 22737.34 235
SIFT-NN-CMatch150.38 238170.73 23989.34 246103.45 24193.34 244519.87 25713.80 228302.14 25368.52 240285.65 25116.39 231137.95 256198.09 24728.65 22836.72 234
SIFT-NN-PointCN174.29 241198.81 243100.73 249135.35 257113.50 259588.55 26124.71 244355.74 25877.37 253290.44 25327.16 240142.66 258248.71 25641.29 25446.03 249
XFeat-NN131.69 226151.90 22971.09 22276.28 22477.98 236462.62 25112.91 226268.06 24760.69 229251.04 24415.36 225105.71 239196.16 23923.96 21829.58 215
ALIKED-NN136.32 229155.63 23578.38 23789.85 23486.60 241481.11 25314.33 234272.35 24964.19 233256.34 24815.34 224112.39 245182.65 23624.52 22036.15 225
SP-NN125.71 223143.74 22671.61 22378.54 22665.10 225441.23 24611.20 217269.24 24855.66 226233.01 23612.24 213116.45 249171.30 23121.23 21233.27 221
SIFT-NN140.61 235162.76 23774.19 226102.05 24079.09 237496.97 25412.66 224286.61 25264.13 232266.77 24915.98 227109.53 242193.75 23825.88 22233.96 223
hybridcas0.00 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
GLUNet-SfM453.02 272518.66 274256.09 274234.58 267255.96 2801607.37 31133.24 263947.74 300191.46 269875.86 29630.56 244398.99 294672.82 30374.28 262113.32 267
PDCNetPlus580.74 281670.05 287312.81 288293.01 280325.34 2942012.58 31940.24 2711291.32 316244.73 2801126.48 31540.08 265476.71 303892.02 31490.03 269136.37 278
hybrid0.00 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
RoMa-SfM821.88 309947.65 314444.57 302404.53 308436.79 3132814.72 34348.36 2781757.60 340367.99 3081743.22 34050.35 272719.59 3311218.12 342123.95 285177.32 294
DKM753.27 294870.09 303402.84 298361.88 291411.34 3082666.28 33943.92 2741620.97 336327.84 3011561.61 33642.38 266642.06 3281096.20 337109.69 274155.12 286
ELoFTR243.08 245276.98 247141.35 253143.08 258138.37 260830.03 27420.10 240509.87 265106.57 258483.70 26117.51 233225.37 263341.57 26240.42 25060.32 255
MatchFormer330.86 253378.56 255187.76 258176.61 261188.47 2671141.98 29625.30 248698.47 282149.83 263667.80 27622.42 236297.22 273470.67 27253.93 25677.59 260
LoFTR273.51 249310.65 251162.12 254147.25 259160.13 264918.31 27821.42 242586.82 272125.36 260541.95 26320.52 235254.36 269387.55 26546.65 25571.86 258
ALIKED-LG135.42 228153.61 23180.84 23896.26 23588.69 242452.25 24813.96 229264.04 24662.14 231283.13 25015.44 226116.46 250169.14 22826.17 22337.37 236
SP-DiffGlue113.82 213130.70 21563.17 21567.00 22166.11 227377.48 23810.96 215236.17 22955.29 225224.34 23412.68 21594.74 231170.89 23021.50 21428.67 213
SP-LightGlue108.97 208125.92 21358.13 21378.34 22561.59 223393.69 2399.94 203223.58 22748.33 219199.72 22210.99 20986.77 221149.09 22519.57 21126.03 210
SP-SuperGlue137.45 233159.15 23672.36 224165.77 26070.44 229521.33 25811.27 218259.68 24553.14 223215.13 23212.16 212113.72 246170.03 22923.81 21732.93 219
SIFT-UMatch151.81 239172.70 24189.15 244114.65 25396.40 250500.71 25614.32 233311.67 25567.41 239292.77 25416.23 229130.44 253208.85 25327.71 22540.60 244
SIFT-NCMNet150.00 237171.18 24086.47 243118.16 25694.14 246498.85 25514.22 232306.48 25466.28 238288.38 25216.10 228130.24 252202.13 25130.03 22935.03 224
SIFT-ConvMatch127.90 224145.81 22774.19 22697.94 23683.95 240423.51 24412.70 225257.99 23761.47 230240.26 23714.41 219107.54 240178.90 23425.10 22131.06 216
SIFT-PointCN137.54 234153.56 23089.49 24786.92 23399.27 251439.85 24520.52 241276.42 25069.62 244249.96 24223.99 239132.59 255180.42 23534.34 23336.61 233
XFeat-MNN108.16 207124.14 21260.24 21464.71 21965.64 226351.83 23611.05 216228.12 22852.43 222213.52 23113.22 21887.03 222160.49 22721.88 21528.05 212
ALIKED-MNN111.04 212126.54 21464.54 21679.44 22772.14 230374.82 23711.60 223221.75 22653.64 224210.25 23013.20 21794.25 230152.80 22621.39 21327.22 211
SP-MNN124.86 222143.22 22569.79 21886.07 23167.38 228447.53 24711.56 222256.60 23664.57 234215.61 23312.66 214110.32 244172.03 23222.35 21631.67 217
SIFT-MNN131.73 227151.00 22873.91 225106.70 24280.02 238465.05 25213.45 227253.70 23559.23 227240.68 24115.27 223108.54 241178.34 23326.57 22433.17 220
casdiffseed4146921470.00 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
gbinet_0.2-2-1-0.020.00 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
0.3-1-1-0.0150.00 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
0.4-1-1-0.10.00 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
0.4-1-1-0.20.00 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
wanda-best-256-5120.00 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
usedtu_dtu_shiyan20.00 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
usedtu_dtu_shiyan10.00 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
blended_shiyan80.00 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
E5new0.00 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-blended-shiyan70.00 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
E6new0.00 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
blended_shiyan60.00 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
usedtu_blend_shiyan50.00 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
blend_shiyan40.00 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
E60.00 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
E50.00 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-MVSNET30.00 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
E40.00 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
E3new0.00 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-MVSNET20.00 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_110.00 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
E20.00 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
aaatest10000000.00 41110000000.00 43010000000.00 43221344.80 40810000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42710000000.00 42610000000.00 42710000000.00 423
MED-MVS8343445.32 3967791260.42 39910000000.00 41110000000.00 43010000000.00 43221344.80 40810000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42699999.00 42010000000.00 423
E30.00 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
TestfortrainingZip a9168445.40 3978891260.53 40010000000.00 41110000000.00 43010000000.00 43221344.80 40810000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
TestfortrainingZip3151.39 3923151.39 4073151.39 41121344.80 4083151.39 4163151.39 3593151.39 4063151.39 3583151.39 4103151.39 4003151.39 4083151.39 406
fmvsm_s_conf0.5_n_100.00 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
viewdifsd2359ckpt070.00 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
viewdifsd2359ckpt090.00 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
viewdifsd2359ckpt130.00 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
viewcassd2359sk110.00 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
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viewmacassd2359aftdt0.00 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
viewmsd2359difaftdt0.00 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
diffmvs_AUTHOR0.00 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-MVSNET0.00 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_n_90.00 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
mamba_040810000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
icg_test_0407_210000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SSM_0407210000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SSM_040710000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
viewmambaseed2359dif0.00 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
IMVS_040710000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
viewmanbaseed2359cas0.00 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
IMVS_040410000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SSM_040410000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
IMVS_040310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SD_040310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
fmvsm_s_conf0.5_n_90.00 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
aaEdge-Enhanced10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
NormalMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
lecture10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SymmetryMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Elysia10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
StellarMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
KinetiMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
LuminaMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
VortexMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
AstraMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
guyue10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
sc_t110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tt0320-xc10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tt032010000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
fmvsm_s_conf0.5_n_80.00 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_70.00 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_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
fmvsm_s_conf0.5_n_50.00 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_40.00 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
SSC-MVS3.2667.82 290787.71 294308.16 285385.94 301327.65 2951718.51 312117.00 3151942.46 347317.12 2971488.73 331183.89 315404.82 297763.70 306172.02 304192.01 303
testing3-2489.51 275555.88 278290.42 279362.21 292319.27 2911424.84 30488.81 299964.80 301309.62 295879.13 297174.38 314363.98 283643.82 299155.29 292188.01 299
myMVS_eth3d28418.40 265473.07 267254.39 273261.18 273313.04 2881172.79 29874.16 289929.18 299264.68 283745.72 282139.03 304318.91 277549.18 287121.71 283131.21 271
UWE-MVS-28327.73 252369.67 254201.90 261281.09 279210.75 271832.98 27574.67 290680.98 281198.23 271613.42 272112.56 294259.80 270418.76 268114.35 275135.15 277
fmvsm_l_conf0.5_n_30.00 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_30.00 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_20.00 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_20.00 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
GDP-MVS219.79 244249.11 246131.85 252187.15 264155.97 263667.31 26630.57 260398.95 261131.26 262387.86 25858.83 275164.55 260315.00 25965.03 25975.04 259
BP-MVS1202.65 242232.15 244114.16 250183.40 263141.78 261655.87 26524.69 243372.56 259109.76 259356.89 25647.15 269139.51 257284.15 25854.86 25761.20 256
reproduce_monomvs1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mmtdpeth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
reproduce_model1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
reproduce-ours1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
our_new_method1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mmdepth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
monomultidepth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
mvs5depth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
MVStest11.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
ttmdpeth1.48 1501.48 1511.48 1561.48 1641.48 1641.48 1621.48 1671.48 1631.48 1621.48 1601.48 1621.48 1631.48 1611.48 1611.48 161
WBMVS655.88 288770.84 293310.98 287391.79 303353.00 2992280.68 32299.17 3091776.79 341301.20 2941123.23 314187.34 324390.28 293620.39 293156.98 295189.66 301
dongtai360.45 256401.64 258236.89 267303.10 281262.16 283963.12 28072.78 285622.82 277199.37 272708.06 279130.96 299310.90 276506.46 281108.11 273137.60 279
kuosan267.89 248301.05 250168.41 256244.05 269177.28 265667.98 26765.76 282533.41 267157.79 265492.01 262104.69 291226.72 264364.47 26479.31 264101.21 264
MVSMamba_PlusPlus10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MGCFI-Net10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
testing91347.05 254389.92 256218.43 263275.92 277241.43 276923.71 27971.70 283667.65 279217.04 275629.00 273113.33 295281.39 272495.50 274115.45 277132.47 273
testing11348.86 255393.09 257216.15 262275.24 276239.53 275915.55 27772.35 284679.89 280215.75 274633.79 274118.08 296276.62 271509.56 282117.61 281132.30 272
testing99408.82 263462.15 265248.86 271322.45 285269.42 2841118.93 29473.26 288719.36 285262.28 282772.10 283150.98 306327.08 279601.98 290137.99 289150.07 283
UBG667.82 290787.71 294308.16 285385.94 301327.65 2951718.51 312117.00 3151942.46 347317.12 2971488.73 331183.89 315404.82 297763.70 306172.02 304192.01 303
UWE-MVS387.98 259438.66 262235.93 265349.32 289257.61 2811081.50 29182.45 295637.74 278257.12 281738.54 281134.25 300308.00 274531.93 284135.11 288142.17 280
ETVMVS443.50 271498.07 272279.78 278378.05 298321.57 2931163.68 29787.12 296897.50 297269.81 286822.83 293141.20 305334.53 281568.21 289154.21 291183.26 297
sasdasda10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
testing222430.52 266487.50 270259.56 275379.87 299282.69 2851138.34 29581.30 293880.86 294281.58 288834.27 294135.83 302333.22 280514.90 283140.56 290162.76 287
WB-MVSnew404.84 262458.00 264245.36 269374.70 295320.27 2921193.74 29972.90 286773.77 290238.30 276688.22 27890.05 284308.59 275532.76 285157.54 296107.21 266
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 277422.23 269
Syy-MVS370.76 257415.60 260236.25 266310.54 282210.76 272965.13 28198.58 306746.06 287266.26 284788.85 28691.37 285364.76 284357.17 263116.42 278133.22 275
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 260437.44 261251.28 272310.54 282255.86 279965.13 28198.58 306746.06 287266.26 284788.85 286154.95 307364.76 284490.19 273116.42 278133.22 275
testing3418.10 264469.06 266265.23 276335.69 286290.63 2861240.88 30193.72 301717.99 284215.31 273811.97 292232.41 338358.74 282458.67 271114.88 276146.32 281
SSC-MVS320.23 251364.09 253188.66 259260.78 272193.84 268975.93 28373.11 287596.72 273185.29 267589.02 26974.47 280246.01 267427.42 27094.06 270126.12 270
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 250357.41 252193.51 260257.06 271213.32 273914.45 27649.03 279600.77 274186.42 268634.00 27575.03 281251.35 268411.39 26788.55 267115.87 268
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 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SDMVSNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
dmvs_testset10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
sd_testset10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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 243234.26 245125.61 251180.34 262153.23 262635.64 26430.05 259378.38 260127.68 261377.08 25748.95 270154.43 259266.67 25763.56 25869.18 257
FA-MVS(test-final)261.15 246293.29 248164.72 255236.23 268199.99 270800.05 27242.35 272475.87 264155.47 264470.67 26058.49 274205.24 262319.44 26081.03 26588.93 261
BridgeMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MonoMVSNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
patch_mono-210000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
EGC-MVSNET2819.75 3543096.89 3571988.33 3753105.00 4062241.00 3969480.00 385640.00 3924209.00 3681583.00 3814740.00 373547.00 3672797.00 3892644.00 363924.00 376927.00 370
test250610000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test111110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ECVR-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_blank10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tt080510000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
DVP-MVS++3981.10 3694731.32 3741730.42 3672191.51 3871949.98 39016473.90 406355.33 3517172.90 4001622.98 3867879.79 397434.33 3562428.11 3795762.12 389689.04 351813.18 357
FOURS12643.17 3962465.14 39913996.40 401493.26 3737619.38 4032107.24 394
MSC_two_6792asdad2237.56 3792643.17 3962465.14 399493.26 3733088.29 3966075.14 3961078.39 3881159.26 386
PC_three_14527619.38 4032107.24 3947416.93 393610.24 3723088.29 3966075.14 3961078.39 3881159.26 386
No_MVS2237.56 3792643.17 3962465.14 399493.26 3733088.29 3966075.14 3961078.39 3881159.26 386
test_one_06012643.17 3962465.14 399493.26 3737619.38 4032107.24 3947416.93 393610.24 372
eth-test21.42 140
eth-test10000000.00 430
GeoE19.41 19222.09 19411.37 19717.21 20811.30 20650.50 2124.30 18833.60 20711.70 20644.50 2097.30 19418.90 20722.60 2057.10 1933.90 180
test_method18.29 19120.89 19310.50 19615.00 20613.00 20855.00 2133.00 18734.00 20811.50 20432.50 2025.00 18213.50 20527.00 2065.00 1825.00 182
Anonymous2024052110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
h-mvs330.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
hse-mvs20.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
CL-MVSNet_self_test0.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
KD-MVS_2432*16001.30 1251.30 1261.30 1311.30 1381.30 1391.30 1371.30 1401.30 1381.30 1371.30 1351.30 1371.30 1381.30 1361.30 1361.30 136
KD-MVS_self_test0.60 1130.60 1130.60 1170.60 1240.60 1240.60 1250.60 1250.60 1240.60 1230.60 1210.60 1230.60 1240.60 1210.60 1230.60 122
AUN-MVS0.30 920.30 930.30 970.30 1040.30 1040.30 1040.30 1050.30 1040.30 1030.30 1010.30 1030.30 1040.30 1020.30 1020.30 102
ZD-MVS1584.00 3651821.00 388378.00 3563721.00 3641231.00 3631833.00 342321.00 3461224.00 3572103.00 358692.00 354
SR-MVS-dyc-post11.55 18911.55 19111.55 19811.55 20511.55 20711.55 20411.55 22111.55 20511.55 20511.55 20011.55 21111.55 20411.55 20211.55 20511.55 204
RE-MVS-def610.10 283610.10 323610.10 336610.10 262610.10 388610.10 275610.10 334610.10 270610.10 370610.10 291610.10 344610.10 342
SED-MVS4062.74 3724671.13 3732237.56 3792643.17 3962465.14 39913996.40 401493.26 3737619.38 4032107.24 3947416.93 393610.24 3723088.29 3966075.14 3961078.39 3881159.26 386
IU-MVS2725.60 4012598.35 405515.86 3817016.02 3962363.85 3985973.88 3921620.04 4001732.56 396
OPU-MVS2451.45 3872725.60 4012598.35 4059203.30 3816894.28 387887.23 3903023.43 3925973.88 3921620.04 4001732.56 396
test_241102_TWO515.86 3817016.02 3962363.85 3986894.28 387887.23 3903023.43 3925973.88 3921620.04 4001732.56 396
test_241102_ONE2725.60 4012598.35 405515.86 3817016.02 3962363.85 3986894.28 387887.23 3903023.43 392
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 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
miper_ehance_all_eth10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
miper_enhance_ethall10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ZNCC-MVS9999.00 3789999.00 3819999.00 3969999.00 4159999.00 4179999.00 3869999.00 4209999.00 4089999.00 4119999.00 4049999.00 4129999.00 4109999.00 4099999.00 4119999.00 409
dcpmvs_210000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
cl____10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
DIV-MVS_self_test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
eth_miper_zixun_eth10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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 3211000.00 3191000.00 3431000.00 3531000.00 3581000.00 2871000.00 4071000.00 3061000.00 3521000.00 3051000.00 3981000.00 3491000.00 3221000.00 3831000.00 380
DCPMVS10000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
UniMVSNet_ETH3D10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
EIA-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
miper_refine_blended1.30 1251.30 1261.30 1311.30 1381.30 1391.30 1371.30 1401.30 1381.30 1371.30 1351.30 1371.30 1381.30 1361.30 1361.30 136
miper_lstm_enhance10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ETV-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
CS-MVS0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
D2MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
DVP-MVScopyleft3981.10 3694731.32 3741730.42 3672191.51 3871949.98 39016473.90 406355.33 3517172.90 4001622.98 3867879.79 397434.33 3562428.11 3795762.12 389689.04 351813.18 357
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 3781363.85 3684894.28 375387.23 3532023.43 3703973.88 375620.04 346732.56 351
test_0728_SECOND1451.45 3581725.60 3681598.35 3729203.30 381315.86 3472023.43 3703973.88 375620.04 346732.56 351
test07261725.60 3681598.35 3729203.30 381315.86 3475016.02 3781363.85 3684894.28 375387.23 353
SR-MVS610.10 283610.10 283610.10 325610.10 323610.10 336610.10 262610.10 388610.10 275610.10 334610.10 270610.10 370610.10 322610.10 291610.10 344610.10 342
DPM-MVS3268.00 3593762.89 3621783.33 3691756.00 3731806.00 38612319.00 397307.00 3456319.00 3891557.00 3795763.00 381302.00 3442609.00 3835061.00 386482.00 341935.00 371
GST-MVS4000.00 3714533.33 3722400.00 3822400.00 3922400.00 3987200.00 3662400.00 4157200.00 4022400.00 4027200.00 3912400.00 4082400.00 3787200.00 4022400.00 4062400.00 405
test_yl10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
thisisatest053010000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Anonymous2024052910000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Anonymous20240521110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
DCV-MVSNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tttt051710000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
our_test_310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
thisisatest051510000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ppachtmachnet_test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
SMA-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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
GSMVS10000000.00 423
DPE-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 43010000000.00 43210000000.00 426
thres100view90010000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tfpnnormal10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
tfpn200view910000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
c3_l10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
CHOSEN 280x4202340.81 3452643.03 3481434.14 3542025.55 3841629.36 3756542.40 361412.49 3614219.70 3691547.02 3764328.52 367650.74 3771798.26 3643333.17 368727.72 357874.79 364
CANet110.62 209124.04 20970.34 21982.03 22874.27 233325.54 22625.25 245207.16 22269.28 241194.38 21927.53 24195.79 232147.76 22237.43 23540.97 245
Fast-Effi-MVS+-dtu0.44 1100.44 1110.44 1150.44 1220.44 1220.44 1220.44 1230.44 1220.44 1210.44 1190.44 1210.44 1220.44 1200.44 1200.44 120
Effi-MVS+-dtu0.59 1120.61 1140.53 1160.68 1300.53 1230.53 1230.68 1310.68 1300.53 1220.53 1200.68 1290.53 1230.68 1280.53 1210.53 121
CANet_DTU110.62 209124.04 20970.34 21982.03 22874.27 233325.54 22625.25 245207.16 22269.28 241194.38 21927.53 24195.79 232147.76 22237.43 23540.97 245
MGCNet0.00 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 3911111219.60 39775.70 22874.28 22273.29 231284.50 22211.35 219238.58 23065.86 236255.35 24514.55 220115.69 24710000000.00 42631.94 23138.12 238
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3734911.12 3772451.45 3872725.60 4012598.35 40516203.30 405515.86 3817016.02 3962363.85 3986894.28 387887.23 3903023.43 3925973.88 3921620.04 4001732.56 396
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 42610000000.00 423
sam_mvs10000000.00 426
IterMVS-SCA-FT10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
TSAR-MVS + MP.3528.01 3624065.89 3691914.35 3722349.10 3902141.30 39512362.70 399417.60 3656717.80 3951759.40 3906497.50 384518.18 3632629.38 3865164.32 388806.40 368972.38 376
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 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
OPM-MVS3268.00 3593762.89 3621783.33 3691756.00 3731806.00 38612319.00 397307.00 3456319.00 3891557.00 3795763.00 381302.00 3442609.00 3835061.00 386482.00 341935.00 371
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 214133.18 21675.70 22874.28 22273.29 231284.50 22211.35 219238.58 23065.86 236255.35 24514.55 220115.69 247222.18 25531.94 23138.12 238
ambc999.00 340999.00 350999.00 355999.00 284999.00 404999.00 349999.00 302999.00 395999.00 346999.00 319999.00 380999.00 377
MTGPAbinary10000000.00 433
SPE-MVS-test0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
Effi-MVS+0.58 1110.56 1120.62 1180.53 1230.62 1250.53 1230.53 1240.53 1230.62 1240.62 1220.53 1220.62 1250.62 1220.53 1210.62 123
xiu_mvs_v2_base10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
xiu_mvs_v1_base10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
new-patchmatchnet766.12 296859.03 300487.38 315595.68 318536.14 3202346.27 324142.51 3301488.08 323422.43 3101361.32 322163.65 311628.60 3241003.74 326207.61 313297.41 322
pmmvs610000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
pmmvs510000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_post110000000.00 42310000000.00 42210000000.00 42610000000.00 42710000000.00 426
test_post10000000.00 42210000000.00 42610000000.00 427
Fast-Effi-MVS+0.41 1090.40 980.41 1140.41 1210.41 1210.41 1210.35 1100.41 1210.41 1200.41 1180.41 1200.41 1210.41 1190.41 1190.41 119
patchmatchnet-post10000000.00 42210000000.00 42610000000.00 427
Anonymous2023121110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
pmmvs-eth3d10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
GG-mvs-BLEND596.01 323611.29 325600.33 333790.30 269513.12 379552.71 327567.40 264662.54 382531.67 305503.93 277779.80 361656.02 345
xiu_mvs_v1_base_debi10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
Anonymous2023120610000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MTAPA833442.10 3921111233.77 39867.09 21765.59 22064.81 224284.50 22210000000.00 433219.97 22559.62 228229.89 23512.72 216103.00 238203.67 25227.93 22633.46 222
MTMP10000000.00 42310000000.00 433
gm-plane-assit611.29 325600.33 333579.21 268567.40 264531.67 305503.93 277
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 273533.67 275293.33 280376.00 296318.00 2891461.00 30696.00 302835.00 292290.00 292804.00 28997.00 287383.00 291688.00 304156.00 293179.00 295
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 282605.37 282562.67 320617.29 329500.33 318772.30 268413.12 364579.21 268552.71 327567.40 264662.54 382531.67 305503.93 277779.80 361656.02 345
SCA10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Patchmatch-test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 273533.67 275293.33 280376.00 296318.00 2891461.00 30696.00 302835.00 292290.00 292804.00 28997.00 287383.00 291688.00 304156.00 293179.00 295
Patchmatch-RL test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
cdsmvs_eth3d_5k10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
pcd_1.5k_mvsjas10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 258412.78 259246.00 270231.00 266197.00 2691293.00 303376.00 355756.00 289609.00 33371.00 210106.00 292195.00 261102.00 219171.00 303346.00 329
canonicalmvs10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
anonymousdsp10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
alignmvs2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
nrg0302.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
v1441920.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
FIs10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
v19219200.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
UA-Net10000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
v11920.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
FC-MVSNet-test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
v11440.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
sosnet-low-res10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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
v1480.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
sosnet1000.00 3211000.00 3191000.00 3431000.00 3531000.00 3581000.00 2871000.00 4071000.00 3061000.00 3521000.00 3051000.00 3981000.00 3491000.00 3221000.00 3831000.00 380
uncertanet10000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
AllTest10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
TestCases10000000.00 41110000000.00 43010000000.00 43210000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
v7n0.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
region2R0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
RRT-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
balanced_ft_v110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
PS-MVSNAJss10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
PS-MVSNAJ10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
jajsoiax10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
mvs_tets10.28 17910.28 18110.28 18610.28 19410.28 19610.28 19410.28 20510.28 19510.28 19410.28 19010.28 19910.28 19410.28 19210.28 19510.28 194
EI-MVSNet-UG-set1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
EI-MVSNet-Vis-set1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
HPM-MVS++copyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_prior40.00 10.00 1
XVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
v12400.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
pm-mvs110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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
v80.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
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 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
VDD-MVS2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
VDDNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
v100.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
VPNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
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
v2v4820.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
V420.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
SD-MVS2654.53 3513055.56 3561451.45 3581725.60 3681598.35 3729203.30 381315.86 3475016.02 3781363.85 3684894.28 375387.23 3532023.43 3703973.88 375620.04 346732.56 351
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-MVS0.40 970.40 980.40 1020.40 1090.40 1090.40 1090.40 1110.40 1090.40 1080.40 1060.40 1080.40 1090.40 1070.40 1070.40 107
MSLP-MVS++1242.93 3311411.08 334738.48 336712.71 341712.68 3424168.17 352136.50 3282276.40 353613.28 3362368.60 352161.61 3101130.38 3561964.54 356297.88 331372.39 332
APDe-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ADS-MVSNet2443.33 269482.84 268324.79 291434.94 312387.73 3041110.57 29287.69 297887.02 295282.92 289779.29 28498.57 289422.76 299502.40 275162.19 301163.87 288
EI-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
Regformer1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
CVMVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
pmmvs410000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
EU-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
VNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
test-LLR10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
TESTMET0.1,110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test-mter10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
VPA-MVSNet2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
ACMMPR1296.60 3331480.82 336743.96 337899.25 347763.47 3464305.47 353143.90 3312530.94 356683.99 3382346.34 351201.65 3311098.25 3541920.59 355295.21 330370.16 331
testgi10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test20.0310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
thres600view710000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ADS-MVSNet443.33 269482.84 268324.79 291434.94 312387.73 3041110.57 29287.69 297887.02 295282.92 289779.29 28498.57 289422.76 299502.40 275162.19 301163.87 288
MP-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
thres40010000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test12310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
thres20010000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test0.0.03 110000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
pmmvs310000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
EMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
E-PMN10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
PGM-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
LCM-MVSNet-Re0.89 1210.89 1220.89 1260.89 1330.89 1330.89 1330.89 1340.89 1330.89 1320.89 1300.89 1320.89 1330.89 1310.89 1310.89 131
LCM-MVSNet0.37 960.36 970.37 1010.37 1080.37 1080.37 1080.32 1090.37 1080.37 1070.37 1050.37 1070.37 1080.37 1060.37 1060.37 106
MCST-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
mvs_anonymous774.90 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
MVS_Test10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MDA-MVSNet-bldmvs1.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
CDPH-MVS6.66 1786.66 1796.66 1846.66 1926.66 1926.66 1916.66 1986.66 1926.66 1906.66 1886.66 1926.66 1916.66 1896.66 1926.66 192
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
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 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
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 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
baseline1774.90 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
YYNet11.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
PMMVS210000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MDA-MVSNet_test_wron1.20 1221.20 1231.20 1281.20 1351.20 1361.20 1341.20 1371.20 1351.20 1341.20 1321.20 1341.20 1351.20 1331.20 1331.20 133
tpmvs501.65 277567.42 279304.33 284395.39 304356.32 3001512.04 309216.53 342994.15 303350.16 304804.16 291119.38 297380.98 288555.14 288159.87 299175.69 293
PM-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
HQP_MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
plane_prior710000000.00 43010000000.00 432
plane_prior610000000.00 43010000000.00 43210000000.00 426
plane_prior510000000.00 43310000000.00 42710000000.00 42610000000.00 42710000000.00 423
plane_prior410000000.00 422
plane_prior310000000.00 43210000000.00 42610000000.00 426
plane_prior210000000.00 42310000000.00 426
plane_prior110000000.00 430
plane_prior1.00 1342.00 1722.00 1732.00 171
PS-CasMVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
UniMVSNet_NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
PEN-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TransMVSNet (Re)1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
DTE-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
DU-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
UniMVSNet (Re)1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
CP-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
WR-MVS_H1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
WR-MVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
Baseline_NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TranMVSNet+NR-MVSNet1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
TSAR-MVS + GP.1386.84 3341622.84 338678.81 333952.13 349840.17 3505358.21 358170.75 3372650.47 357713.54 3422394.28 353209.42 335855.56 3381854.36 354302.42 332340.71 328
n214.20 231
nn1.42 142
mPP-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
door-mid1.42 142
XVG-OURS-SEG-HR999999.00 393999999.00 394999999.00 408999999.00 427999999.00 429999999.00 420999999.00 430999999.00 423999999.00 423999999.00 419999999.00 423999999.00 424999999.00 423999999.00 424999999.00 420
mvsmamba10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
MVSFormer1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
jason1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
jason: jason.
lupinMVS1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
test_djsdf1.42 1271.42 1281.42 1331.42 1401.42 1411.42 1391.42 1421.42 1401.42 1391.42 1371.42 1391.42 1401.42 1381.42 1381.42 138
HPM-MVS_fast10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
K. test v3877.74 313980.16 316570.46 3221316.85 362813.15 3482565.52 337103.78 3111509.49 331548.33 3261258.90 318219.93 337587.82 3211102.37 338196.30 310310.42 324
lessismore_v0569.20 321667.25 339644.68 33996.45 304428.86 3121514.17 334204.21 333756.58 3331061.60 329197.79 311306.34 323
SixPastTwentyTwo773.62 297869.37 302486.35 314603.45 320547.15 3302532.14 336106.92 3121434.95 322428.08 3111360.56 321165.15 312628.96 325984.09 318209.01 314282.94 319
OurMVSNet-221017-0999.00 319999.00 317999.00 340999.00 350999.00 355999.00 284999.00 404999.00 304999.00 349999.00 302999.00 395999.00 346999.00 319999.00 380999.00 377
HPM-MVScopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 393999999.00 394999999.00 408999999.00 427999999.00 429999999.00 420999999.00 430999999.00 423999999.00 423999999.00 419999999.00 423999999.00 424999999.00 423999999.00 424999999.00 420
XVG-ACMP-BASELINE999999.00 393999999.00 394999999.00 408999999.00 427999999.00 429999999.00 420999999.00 430999999.00 423999999.00 423999999.00 419999999.00 423999999.00 424999999.00 423999999.00 424999999.00 420
casdiffmvs_mvgpermissive774.90 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
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 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
LGP-MVS_train10000000.00 41110000000.00 43010000000.00 43210000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
baseline774.90 298882.28 304452.77 303636.50 330537.20 3212348.80 325120.30 3171504.30 324474.40 3151371.10 323186.90 317564.70 3121078.90 330219.30 315256.40 309
test111.00 135
door99.00 308
EPNet_dtu10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 3452643.03 3481434.14 3542025.55 3841629.36 3756542.40 361412.49 3614219.70 3691547.02 3764328.52 367650.74 3771798.26 3643333.17 368727.72 357874.79 364
EPNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 432
HQP-NCC10000000.00 43010000000.00 42310000000.00 42610000000.00 426
ACMP_Plane10000000.00 43010000000.00 42310000000.00 42610000000.00 426
APD-MVScopyleft1000000000.00 5311000000000.00 5341000000000.00 5491000000000.00 5761000000000.00 5761000000000.00 5611000000000.00 5761000000000.00 5681000000000.00 5691000000000.00 5651000000000.00 5701000000000.00 5701000000000.00 5681000000000.00 5681000000000.00 565
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 426
HQP4-MVS10000000.00 42610000000.00 42710000000.00 423
HQP3-MVS10000000.00 43310000000.00 427
HQP2-MVS10000000.00 426
CNVR-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
NCCC10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
114514_t99999.00 38999999.00 39299999.00 40699999.00 42499999.00 42699999.00 41899999.00 42799999.00 42199999.00 42099999.00 41799999.00 42099999.00 42199999.00 42099999.00 42099999.00 418
CP-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
DSMNet-mixed131.33 225143.00 22496.33 24899.00 23981.00 239201.00 21545.00 276335.00 25799.00 257251.00 24338.00 259110.00 243120.00 22199.00 27198.00 262
tpm23617.85 3634007.23 3652449.73 3832012.71 3801698.05 3807351.19 367869.29 3996132.06 3841588.28 3828007.42 3991281.09 4043888.11 4047472.04 4041351.00 3941763.02 400
NP-MVS10000000.00 43010000000.00 43210000000.00 422
EG-PatchMatch MVS437.03 268493.12 271268.77 277264.80 274260.20 2821491.80 30898.00 305723.20 286238.80 277722.40 28063.10 277382.00 289629.00 294207.00 312164.10 290
tpm cat13617.85 3634007.23 3652449.73 3832012.71 3801698.05 3807351.19 367869.29 3996132.06 3841588.28 3828007.42 3991281.09 4043888.11 4047472.04 4041351.00 3941763.02 400
SteuartSystems-ACMMP2891.50 3563284.78 3591711.67 3661954.00 3781655.00 37810117.00 394445.00 3665102.00 3811375.00 3725126.00 379351.00 3502638.00 3874402.00 382691.00 353842.00 361
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3634007.23 3652449.73 3832012.71 3801698.05 3807351.19 367869.29 3996132.06 3841588.28 3828007.42 3991281.09 4043888.11 4047472.04 4041351.00 3941763.02 400
CR-MVSNet612.36 284617.81 285596.01 323611.29 325600.33 333790.30 269513.12 379579.21 268552.71 327567.40 264662.54 382531.67 305503.93 277779.80 361656.02 345
JIA-IIPM804.30 307835.64 298710.26 334885.90 345895.90 353455.98 249668.73 3931297.17 3171002.26 3561001.67 309655.98 380756.98 334667.90 300885.21 373477.90 339
Patchmtry1090.75 3271198.88 329766.38 3381290.90 360485.90 3162423.98 3321267.30 4111297.17 317923.90 346923.40 3001215.54 403990.23 344667.90 300779.80 361823.02 359
PatchT856.34 312860.99 301842.38 3391290.90 360880.90 351790.30 2691267.30 411579.21 268923.90 346567.40 264662.54 382990.23 344887.56 312779.80 361656.02 345
tpmrst2557.50 3492847.12 3521688.66 3651784.08 3761778.25 3857445.50 371342.14 3504471.54 3731534.55 3754382.10 370530.10 3652361.21 3774142.81 378991.22 378926.51 369
BH-w/o40.00 19440.00 19640.00 20340.00 21040.00 21040.00 20840.00 26740.00 21040.00 21340.00 20440.00 26140.00 21040.00 20740.00 24640.00 240
tpm3617.85 3634007.23 3652449.73 3832012.71 3801698.05 3807351.19 367869.29 3996132.06 3841588.28 3828007.42 3991281.09 4043888.11 4047472.04 4041351.00 3941763.02 400
DELS-MVS514.57 278587.73 281295.12 282343.03 288328.09 2971540.48 310116.22 314988.59 302325.44 300906.22 299119.86 298365.72 286788.60 308161.09 300191.55 302
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 19440.00 19640.00 20340.00 21040.00 21040.00 20840.00 26740.00 21040.00 21340.00 20440.00 26140.00 21040.00 20740.00 24640.00 240
RPMNet787.26 306829.13 297661.63 329885.90 345895.90 353455.98 249610.10 3881297.17 3171002.26 3561001.67 309655.98 380611.10 323667.90 300885.21 373477.90 339
MVSTER890.06 3151005.91 323542.52 317736.13 342653.90 3402616.56 338145.22 3321692.10 338555.69 3301554.72 335266.25 339660.02 3291219.66 343266.84 327313.64 325
CPTT-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
GBi-Net44.67 19949.24 20130.96 20047.53 21547.57 218126.09 2148.00 20276.99 21526.09 20873.50 21111.27 21030.55 20861.12 21312.58 20614.75 205
PVSNet_Blended_VisFu136.90 230155.40 23281.40 239111.00 25096.20 247407.00 24125.90 249251.60 23285.10 254240.50 23837.00 25699.90 235199.80 24840.70 25148.10 250
PVSNet_BlendedMVS136.90 230155.40 23281.40 239111.00 25096.20 247407.00 24125.90 249251.60 23285.10 254240.50 23837.00 25699.90 235199.80 24840.70 25148.10 250
UnsupCasMVSNet_eth5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
UnsupCasMVSNet_bld5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
PVSNet_Blended136.90 230155.40 23281.40 239111.00 25096.20 247407.00 24125.90 249251.60 23285.10 254240.50 23837.00 25699.90 235199.80 24840.70 25148.10 250
FMVSNet5124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
test1124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
new_pmnet88.14 20598.62 20656.70 21198.14 23756.07 221246.79 21915.37 237148.06 21950.77 220143.13 21623.35 23762.65 21693.26 21468.71 26051.38 253
FMVSNet3124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
dp87.20 204113.80 2087.42 18510.50 2048.88 193298.82 2252.70 186510.35 2667.79 191172.93 2183.37 1819.16 19214.00 2033.71 1814.23 181
FMVSNet2124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
FMVSNet1124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
N_pmnet88.14 20598.62 20656.70 21198.14 23756.07 221246.79 21915.37 237148.06 21950.77 220143.13 21623.35 23762.65 21693.26 21468.71 26051.38 253
cascas2.00 1602.00 1612.00 1662.00 1742.00 1742.00 1722.00 1772.00 1732.00 1722.00 1702.00 1722.00 1732.00 1712.00 1712.00 171
BH-RMVSNet40.00 19440.00 19640.00 20340.00 21040.00 21040.00 20840.00 26740.00 21040.00 21340.00 20440.00 26140.00 21040.00 20740.00 24640.00 240
UGNet110.62 209124.04 20970.34 21982.03 22874.27 233325.54 22625.25 245207.16 22269.28 241194.38 21927.53 24195.79 232147.76 22237.43 23540.97 245
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 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
XXY-MVS15.00 19015.00 19215.00 19915.00 20615.00 20915.00 20515.00 23515.00 20615.00 20715.00 20115.00 22215.00 20615.00 20415.00 20915.00 206
EC-MVSNet0.62 1140.62 1150.62 1180.62 1250.62 1250.62 1260.62 1260.62 1250.62 1240.62 1220.62 1240.62 1250.62 1220.62 1240.62 123
sss5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
Test_1112_low_res5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
1112_ss5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ab-mvs-re5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
ab-mvs5.90 1695.90 1705.90 1755.90 1835.90 1835.90 1825.90 1895.90 1835.90 1815.90 1795.90 1835.90 1825.90 1805.90 1835.90 183
TR-MVS40.00 19440.00 19640.00 20340.00 21040.00 21040.00 20840.00 26740.00 21040.00 21340.00 20440.00 26140.00 21040.00 20740.00 24640.00 240
MDTV_nov1_ep13_2view9.99 1949.99 1929.99 1939.99 1929.99 1979.99 1909.99 193
MDTV_nov1_ep139.99 1809.99 1939.99 1949.99 1929.99 2049.99 1939.99 1929.99 1899.99 1979.99 1939.99 1909.99 194
MIMVSNet1124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
MIMVSNet124.76 215140.93 21776.26 230107.44 243100.17 252329.88 22927.12 252259.44 23874.30 246204.34 22330.74 24592.41 223196.98 24038.15 23936.19 226
IterMVS-LS758.94 295856.56 299466.10 311606.60 321546.80 3292309.90 323122.20 3241402.80 321463.50 3141348.20 320192.60 327574.60 3201028.60 327234.60 324276.90 318
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 1190.88 1200.88 1240.88 1310.88 1310.88 1310.88 1320.88 1310.88 1300.88 1280.88 1300.88 1310.88 1290.88 1290.88 129
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 427
IterMVS615.05 285691.66 288385.23 296516.40 316454.80 3141863.80 315102.10 3101142.20 312364.10 3061093.20 313135.00 301480.40 304826.90 309181.20 306220.50 307
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 279581.17 280321.48 290361.02 290429.00 3111995.36 31878.48 292796.20 291283.32 291796.02 28896.78 286382.98 290636.72 296186.66 309152.46 284
MVS_111021_LR1136.45 3291298.72 332649.64 327756.17 343726.26 3443785.94 348138.15 3292190.64 351629.63 3372064.39 347165.45 313874.83 3391678.43 352279.70 329347.82 330
DP-MVS264.78 247296.02 249171.04 257191.70 265183.96 266827.10 27378.36 291438.24 263176.64 266435.12 25965.04 278230.52 266334.02 261117.96 28298.64 263
ACMMP++10000000.00 427
HQP-MVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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 3553170.00 3581999.67 3761673.00 3662042.00 3948593.00 378474.00 3706452.00 3911268.00 3665125.00 378339.00 3483004.00 3914222.00 381384.00 337953.00 373
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 3412452.68 3441143.53 3492938.33 4051446.92 3676083.19 359391.74 3573801.71 3651202.10 3623439.72 359492.73 3611304.35 3583048.25 366676.32 349679.32 350
IS-MVSNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
HyFIR lowres test2340.81 3452643.03 3481434.14 3542025.55 3841629.36 3756542.40 361412.49 3614219.70 3691547.02 3764328.52 367650.74 3771798.26 3643333.17 368727.72 357874.79 364
EPMVS999.00 319999.00 317999.00 340999.00 350999.00 355999.00 284999.00 404999.00 304999.00 349999.00 302999.00 395999.00 346999.00 319999.00 380999.00 377
PAPM_NR10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
TAMVS0.88 1190.88 1200.88 1240.88 1310.88 1310.88 1310.88 1320.88 1310.88 1300.88 1280.88 1300.88 1310.88 1290.88 1290.88 129
PAPR10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
RPSCF394.81 261445.63 263242.35 268276.55 278253.63 2781207.27 30090.69 300715.56 283241.57 278684.87 277111.96 293320.02 278548.38 286133.81 287153.39 285
Vis-MVSNet (Re-imp)10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
test_04021110.00 3281260.00 331660.00 328900.00 348780.00 3473300.00 345210.00 3412040.00 349690.00 3391950.00 345300.00 343810.00 3361620.00 350330.00 335390.00 335
MVS_111021_HR3742.80 3674330.34 3701980.20 3742484.31 3932259.52 39714973.80 404515.90 3856500.13 3921949.21 3936146.89 383535.66 3662593.66 3824880.76 385986.37 3771087.43 385
CSCG826.03 310963.29 315414.24 299421.52 309426.11 3102230.35 321179.52 3381827.44 342733.43 344933.12 301281.25 340545.23 3101800.35 353262.64 326271.38 317
PatchMatch-RL10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
API-MVS4380.83 3744906.56 3762803.67 3903844.00 4093116.00 41013454.00 400901.00 4036511.00 3932794.00 4047365.00 392754.00 3863634.00 4026622.00 4011914.00 4051661.00 395
Test By Simon990.00 394
TDRefinement10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
USDC1000.00 3211000.00 3191000.00 3431000.00 3531000.00 3581000.00 2871000.00 4071000.00 3061000.00 3521000.00 3051000.00 3981000.00 3491000.00 3221000.00 3831000.00 380
EPP-MVSNet10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
PMMVS10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
PAPM10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
ACMMPcopyleft10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
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 38611772.44 3897637.33 3959120.00 4148206.00 41522252.00 4122010.00 41424984.00 4187458.00 41022596.00 4142940.00 40910260.00 41711100.00 4163492.00 4094446.00 407
PatchmatchNetpermissive492.52 276551.22 277316.40 289400.20 306357.90 3011277.10 302115.80 3131034.60 310315.90 296874.00 295155.10 308402.20 296629.50 295158.80 297189.10 300
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 38999999.00 39299999.00 40699999.00 42499999.00 42699999.00 41899999.00 42799999.00 42199999.00 42099999.00 41799999.00 42099999.00 42199999.00 42099999.00 42099999.00 418
F-COLMAP1878.17 3382113.11 3411173.33 3511231.00 3581174.00 3636297.00 360392.00 3583356.00 3621087.00 3583082.00 357361.00 3511670.00 3612523.00 361689.00 350676.00 349
ANet_high10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
wuyk23d10000000.00 39810000000.00 40110000000.00 41110000000.00 43010000000.00 43210000000.00 42310000000.00 43310000000.00 42610000000.00 42610000000.00 42210000000.00 42610000000.00 42710000000.00 42610000000.00 42710000000.00 423
OMC-MVS5022.26 3755748.82 3782842.58 3914905.27 4113101.27 40914933.60 403812.24 3979278.40 4072959.29 4058800.17 4031092.24 4023806.30 4037568.54 4081389.60 3981620.18 394
MG-MVS1256.50 3321432.00 335730.00 335610.00 322760.00 3454720.00 355169.00 3361920.00 345723.00 3432510.00 355201.00 3301050.00 3531645.00 351390.00 338380.00 333
AdaColmapbinary2570.77 3502948.61 3531437.24 3571873.64 3771526.60 3697819.77 372373.97 3544970.45 3761479.29 3734648.46 372525.80 3641904.97 3684150.42 379695.69 356880.14 367
uanet10000.00 37910000.00 38210000.00 39710000.00 41610000.00 41810000.00 38710000.00 42110000.00 40910000.00 41210000.00 40510000.00 41310000.00 41110000.00 41010000.00 41210000.00 410
ITE_SJBPF2014.00 3771998.00 3791992.00 392701.00 3945989.00 3831812.00 3923612.00 363650.00 3762852.00 3904601.00 3841195.00 3931198.00 390
DeepMVS_CXcopyleft1.00 1271.00 1341.00 1341.00 1351.00 1341.00 1331.00 1311.00 1331.00 1341.00 1321.00 1321.00 132
TinyColmap1000.00 3211000.00 3191000.00 3431000.00 3531000.00 3581000.00 2871000.00 4071000.00 3061000.00 3521000.00 3051000.00 3981000.00 3491000.00 3221000.00 3831000.00 380
MAR-MVS3973.16 3684387.92 3712728.86 3893345.27 4083341.39 41211403.90 396798.76 3966555.62 3942569.29 4036514.86 385834.97 3893237.43 4015891.08 3911577.54 3991607.76 392
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 3533049.67 3551649.00 3641755.00 3721689.00 3798330.00 376464.00 3694997.00 3771528.00 3744763.00 374568.00 3682296.00 3764215.00 380827.00 369962.00 374
MSDG32606.17 38834443.44 39127094.33 40529249.00 42325246.00 42551144.00 4176705.00 41942886.00 42022888.00 41948534.00 41613263.00 41937507.00 42079298.00 41916024.00 41918530.00 416
LS3D7684.71 3778776.23 3804410.16 3945298.55 4125631.53 41434329.90 4151504.57 41311554.00 4163896.41 40715111.00 412812.19 3875985.63 4093516.20 3722963.23 4071613.31 393
CLD-MVS7338.25 3768341.00 3794330.00 3934902.00 4104991.00 41323318.00 413728.00 39514437.00 4174378.00 40813379.00 411824.00 3885708.00 40811429.00 4171674.00 4042291.00 404
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 3351495.59 3371141.23 348648.01 338893.85 3524124.00 351503.81 3783219.04 360742.72 3452498.84 354157.98 3091727.83 362832.93 310732.98 360802.00 354
Gipumacopyleft689.75 292767.00 292458.00 310613.00 328549.00 3311943.00 316187.00 3391230.00 315518.00 3241092.00 312203.00 332564.00 311892.00 313225.00 322261.00 316
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015