High-resolution multi-view benchmark

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 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
ACMH+729.97 2661.38 244754.00 246383.51 250368.96 246376.38 2572483.74 28882.42 2421089.25 268333.39 2551219.68 27366.53 227573.60 273957.86 271184.14 256200.56 254
PMVScopyleft863.65 3957.08 2651054.11 274666.00 279401.00 257495.00 2653790.00 296279.00 2921607.00 288521.00 2731745.00 29190.00 2301105.00 302639.00 256415.00 287398.00 284
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 242700.96 245362.78 249426.10 259409.25 2601822.69 271124.42 2731186.23 270366.85 2581079.42 269190.60 274451.78 258930.72 270181.59 255227.30 256
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 2661106.11 276553.33 267494.00 262534.00 2673581.00 294136.00 2751585.00 287478.00 2701871.00 29390.00 230839.00 2851460.00 294260.00 273287.00 268
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 261937.18 264506.69 265645.55 284585.72 2792477.98 287130.52 2741578.29 286509.50 2711460.01 285194.90 276637.19 2801170.78 291267.07 276297.17 269
ACMP1246.57 71086.24 2741235.17 278639.45 274596.53 266639.91 2853904.24 297152.04 2811851.54 292566.58 2791997.95 295138.50 251938.30 2891605.46 296303.70 282340.14 275
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2781332.72 281662.07 278584.90 264715.99 2904373.59 301153.99 2831880.27 293709.02 2892316.97 297188.63 273939.89 2901484.30 295302.78 281330.34 274
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2671066.82 275673.70 280706.94 287695.69 2882669.02 292153.52 2822108.17 298605.54 2801679.14 290213.26 284886.75 2881236.76 293229.01 271438.67 285
OpenMVS_ROBcopyleft1936.51 101959.51 2872224.88 2911163.39 2981253.91 3061434.22 3137065.71 311272.76 2912472.29 3021647.54 3363538.72 308200.37 2771496.48 3072575.17 309997.45 326559.48 288
COLMAP_ROBcopyleft2144.59 111658.33 2851869.33 2871025.33 2951030.00 3041023.00 3095311.00 304359.00 3013044.00 305937.00 2962892.00 304332.00 2951440.00 3062312.00 306607.00 290613.00 291
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 2841886.82 288481.89 262847.73 291830.16 2967943.84 321189.23 2882398.83 301691.73 2882341.13 298209.16 282230.25 2271999.25 304360.46 284385.25 282
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 2912530.89 2941459.67 3081767.00 3221591.00 3187932.00 320399.00 3073643.00 3091176.00 3093569.00 309297.00 2901927.00 3163302.00 314693.00 302861.00 310
3Dnovator2482.06 142531.17 2962839.56 2991606.00 3101732.00 3181557.00 3178375.00 324483.00 3194370.00 3181371.00 3194200.00 313350.00 2972207.00 3213877.00 321798.00 3141054.00 331
CMPMVSbinary2623.62 151983.08 2882156.14 2901463.89 3091414.80 3111517.00 3155239.20 303867.40 3453310.30 3071128.70 3083489.90 307366.75 3002030.20 3202427.60 3071160.60 339844.46 309
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2902474.00 2931349.67 3011407.00 3101356.00 3127164.00 312475.00 3183970.00 3121237.00 3133765.00 311451.00 3061891.00 3143006.00 312791.00 313802.00 301
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3053537.00 3081975.67 3212310.00 3362005.00 34010100.00 340626.00 3385753.00 3281803.00 3395179.00 327487.00 3082622.00 3324550.00 3301025.00 3341300.00 338
DeepPCF-MVS3452.42 182670.71 3003021.57 3021618.12 3112377.67 3381751.39 3318915.70 327567.44 3334569.74 3201236.84 3124615.63 318513.23 3102291.32 3223515.48 318882.39 319811.66 303
DeepC-MVS3917.13 193155.06 3063601.83 3091814.72 3192515.52 3411941.53 33610432.50 342589.42 3344789.45 3211298.65 3157677.31 343578.35 3172589.53 3283611.78 320923.52 322913.10 315
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 2922597.03 2951297.84 3001701.20 3141332.37 3118105.11 322451.45 3144031.84 3131099.10 3073966.50 312467.45 3071734.05 3102701.68 311848.94 317827.11 307
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3093806.99 3122078.63 3262535.47 3422499.25 3518816.16 326456.05 3156255.60 3341664.52 3376704.88 333629.95 3232768.38 3356343.93 347856.35 318968.25 322
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 33310002.44 33612195.33 3506242.00 3598768.00 36230896.00 3614451.00 36310331.00 3616247.00 35618296.00 360283.00 28921484.00 3647364.00 3505912.00 3566334.00 354
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 33522805.00 33825097.33 35115500.00 36819201.00 37042712.00 3636055.00 36438388.00 36516926.00 36538534.00 3627071.00 35835653.00 36529475.00 36510584.00 36420438.00 363
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
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
MED-MVS test10000000.00 35810000000.00 37510000000.00 37721344.80 35510000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37110000000.00 369
MED-MVS9168445.40 3448891260.53 34710000000.00 35810000000.00 37510000000.00 37721344.80 35510000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 3448891260.53 34710000000.00 35810000000.00 37510000000.00 37721344.80 35510000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
TestfortrainingZip21344.80 355
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
viewdifsd2359ckpt110.00 10.00 10.00 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
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
icg_test_0407_210000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SSM_0407210000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SSM_040710000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SSM_040410000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
IMVS_040310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SD_040310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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
ME-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
NormalMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
lecture10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SymmetryMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Elysia10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
StellarMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
KinetiMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
LuminaMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
VortexMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
AstraMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
guyue10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
sc_t110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tt0320-xc10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tt032010000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 245787.71 249308.16 242385.94 252327.65 2511718.51 269117.00 2631942.46 295317.12 2521488.73 286183.89 263404.82 254763.70 263172.02 252192.01 252
testing3-2489.51 233555.88 236290.42 237362.21 245319.27 2481424.84 26388.81 247964.80 258309.62 250879.13 256174.38 262363.98 243643.82 257155.29 241188.01 248
myMVS_eth3d28418.40 225473.07 227254.39 232261.18 231313.04 2451172.79 25774.16 237929.18 257264.68 239745.72 242139.03 252318.91 237549.18 246121.71 235131.21 228
UWE-MVS-28327.73 213369.67 215201.90 221281.09 236210.75 231832.98 23674.67 238680.98 241198.23 229613.42 233112.56 242259.80 231418.76 228114.35 228135.15 233
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 207249.11 209131.85 215187.15 224155.97 225667.31 22830.57 222398.95 224131.26 223387.86 22158.83 224164.55 223315.00 22265.03 21975.04 220
BP-MVS1202.65 205232.15 207114.16 213183.40 223141.78 223655.87 22724.69 207372.56 222109.76 221356.89 21947.15 221139.51 221284.15 22154.86 21761.20 218
reproduce_monomvs1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
mmtdpeth1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
reproduce_model1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
reproduce-ours1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
our_new_method1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
mmdepth1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
monomultidepth1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
mvs5depth1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
MVStest11.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
ttmdpeth1.48 1391.48 1401.48 1451.48 1531.48 1531.48 1511.48 1561.48 1521.48 1511.48 1491.48 1511.48 1521.48 1501.48 1501.48 150
WBMVS655.88 243770.84 248310.98 244391.79 254353.00 2542280.68 27699.17 2571776.79 290301.20 2491123.23 272187.34 272390.28 252620.39 252156.98 244189.66 250
dongtai360.45 216401.64 218236.89 226303.10 237262.16 241963.12 24072.78 233622.82 237199.37 230708.06 239130.96 247310.90 236506.46 240108.11 227137.60 234
kuosan267.89 210301.05 212168.41 217244.05 228177.28 226667.98 22965.76 230533.41 228157.79 225492.01 224104.69 239226.72 226364.47 22679.31 222101.21 224
MVSMamba_PlusPlus10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MGCFI-Net10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
testing91347.05 214389.92 216218.43 223275.92 234241.43 235923.71 23971.70 231667.65 239217.04 233629.00 234113.33 243281.39 233495.50 233115.45 230132.47 230
testing11348.86 215393.09 217216.15 222275.24 233239.53 234915.55 23872.35 232679.89 240215.75 232633.79 235118.08 244276.62 232509.56 241117.61 233132.30 229
testing99408.82 223462.15 225248.86 230322.45 240269.42 2421118.93 25473.26 236719.36 244262.28 238772.10 243150.98 254327.08 239601.98 249137.99 238150.07 237
UBG667.82 245787.71 249308.16 242385.94 252327.65 2511718.51 269117.00 2631942.46 295317.12 2521488.73 286183.89 263404.82 254763.70 263172.02 252192.01 252
UWE-MVS387.98 219438.66 222235.93 224349.32 243257.61 2391081.50 25182.45 243637.74 238257.12 237738.54 241134.25 248308.00 234531.93 243135.11 237142.17 235
ETVMVS443.50 230498.07 232279.78 236378.05 250321.57 2501163.68 25687.12 244897.50 256269.81 242822.83 253141.20 253334.53 241568.21 248154.21 240183.26 247
sasdasda10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
testing222430.52 226487.50 230259.56 233379.87 251282.69 2431138.34 25581.30 241880.86 253281.58 243834.27 254135.83 250333.22 240514.90 242140.56 239162.76 240
WB-MVSnew404.84 222458.00 224245.36 228374.70 247320.27 2491193.74 25872.90 234773.77 249238.30 234688.22 23890.05 232308.59 235532.76 244157.54 245107.21 225
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 236422.23 229
Syy-MVS370.76 217415.60 220236.25 225310.54 238210.76 232965.13 24198.58 254746.06 246266.26 240788.85 24691.37 233364.76 244357.17 225116.42 231133.22 231
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 220437.44 221251.28 231310.54 238255.86 238965.13 24198.58 254746.06 246266.26 240788.85 246154.95 255364.76 244490.19 232116.42 231133.22 231
testing3418.10 224469.06 226265.23 234335.69 241290.63 2441240.88 26093.72 249717.99 243215.31 231811.97 252232.41 286358.74 242458.67 231114.88 229146.32 236
SSC-MVS320.23 212364.09 214188.66 219260.78 230193.84 228975.93 24373.11 235596.72 233185.29 227589.02 23074.47 228246.01 229427.42 23094.06 225126.12 227
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 211357.41 213193.51 220257.06 229213.32 233914.45 23749.03 229600.77 234186.42 228634.00 23675.03 229251.35 230411.39 22788.55 224115.87 226
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SDMVSNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
dmvs_testset10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
sd_testset10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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
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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
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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 206234.26 208125.61 214180.34 222153.23 224635.64 22630.05 221378.38 223127.68 222377.08 22048.95 222154.43 222266.67 22063.56 21869.18 219
FA-MVS(test-final)261.15 208293.29 210164.72 216236.23 227199.99 230800.05 23442.35 227475.87 226155.47 224470.67 22358.49 223205.24 225319.44 22381.03 22388.93 221
balanced_conf0310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MonoMVSNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
patch_mono-210000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
EGC-MVSNET2819.75 3023096.89 3051988.33 3233105.00 3532241.00 3439480.00 332640.00 3394209.00 3141583.00 3294740.00 320547.00 3152797.00 3362644.00 310924.00 323927.00 317
test250610000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test111110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ECVR-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_blank10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tt080510000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
DVP-MVS++3981.10 3174731.32 3221730.42 3152191.51 3341949.98 33716473.90 353355.33 2997172.90 3461622.98 3347879.79 344434.33 3042428.11 3265762.12 336689.04 298813.18 304
FOURS12643.17 3432465.14 34613996.40 348493.26 3207619.38 3492107.24 342
MSC_two_6792asdad2237.56 3272643.17 3432465.14 346493.26 3203088.29 3436075.14 3431078.39 3351159.26 333
PC_three_14527619.38 3492107.24 3427416.93 340610.24 3203088.29 3436075.14 3431078.39 3351159.26 333
No_MVS2237.56 3272643.17 3432465.14 346493.26 3203088.29 3436075.14 3431078.39 3351159.26 333
test_one_06012643.17 3432465.14 346493.26 3207619.38 3492107.24 3427416.93 340610.24 320
eth-test21.42 129
eth-test10000000.00 375
GeoE19.41 18122.09 18311.37 18617.21 19711.30 19550.50 1994.30 17733.60 19611.70 19544.50 1967.30 18218.90 19622.60 1947.10 1823.90 169
test_method18.29 18020.89 18210.50 18515.00 19513.00 19755.00 2003.00 17634.00 19711.50 19332.50 1915.00 17113.50 19427.00 1955.00 1715.00 171
Anonymous2024052110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
h-mvs330.30 810.30 820.30 860.30 930.30 930.30 930.30 940.30 930.30 920.30 900.30 920.30 930.30 910.30 910.30 91
hse-mvs20.30 810.30 820.30 860.30 930.30 930.30 930.30 940.30 930.30 920.30 900.30 920.30 930.30 910.30 910.30 91
CL-MVSNet_self_test0.30 810.30 820.30 860.30 930.30 930.30 930.30 940.30 930.30 920.30 900.30 920.30 930.30 910.30 910.30 91
KD-MVS_2432*16001.30 1141.30 1151.30 1201.30 1271.30 1281.30 1261.30 1291.30 1271.30 1261.30 1241.30 1261.30 1271.30 1251.30 1251.30 125
KD-MVS_self_test0.60 1020.60 1020.60 1060.60 1130.60 1130.60 1140.60 1140.60 1130.60 1120.60 1100.60 1120.60 1130.60 1100.60 1120.60 111
AUN-MVS0.30 810.30 820.30 860.30 930.30 930.30 930.30 940.30 930.30 920.30 900.30 920.30 930.30 910.30 910.30 91
ZD-MVS1584.00 3121821.00 335378.00 3043721.00 3101231.00 3111833.00 292321.00 2941224.00 3042103.00 305692.00 301
SR-MVS-dyc-post11.55 17811.55 18011.55 18711.55 19411.55 19611.55 19311.55 20211.55 19411.55 19411.55 18911.55 19611.55 19311.55 19111.55 19411.55 193
RE-MVS-def610.10 241610.10 270610.10 283610.10 224610.10 335610.10 235610.10 282610.10 231610.10 318610.10 250610.10 291610.10 289
SED-MVS4062.74 3204671.13 3212237.56 3272643.17 3432465.14 34613996.40 348493.26 3207619.38 3492107.24 3427416.93 340610.24 3203088.29 3436075.14 3431078.39 3351159.26 333
IU-MVS2725.60 3482598.35 352515.86 3287016.02 3422363.85 3465973.88 3391620.04 3471732.56 343
OPU-MVS2451.45 3352725.60 3482598.35 3529203.30 3286894.28 334887.23 3383023.43 3395973.88 3391620.04 3471732.56 343
test_241102_TWO515.86 3287016.02 3422363.85 3466894.28 334887.23 3383023.43 3395973.88 3391620.04 3471732.56 343
test_241102_ONE2725.60 3482598.35 352515.86 3287016.02 3422363.85 3466894.28 334887.23 3383023.43 339
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
miper_ehance_all_eth10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
miper_enhance_ethall10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ZNCC-MVS9999.00 3269999.00 3299999.00 3439999.00 3619999.00 3639999.00 3339999.00 3669999.00 3549999.00 3589999.00 3519999.00 3599999.00 3569999.00 3569999.00 3579999.00 355
dcpmvs_210000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
cl____10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
DIV-MVS_self_test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
eth_miper_zixun_eth10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 2701000.00 2691000.00 2911000.00 3001000.00 3051000.00 2471000.00 3541000.00 2631000.00 3001000.00 2631000.00 3461000.00 2961000.00 2761000.00 3301000.00 327
DCPMVS10000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
UniMVSNet_ETH3D10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
EIA-MVS0.62 1030.62 1040.62 1070.62 1140.62 1140.62 1150.62 1150.62 1140.62 1130.62 1110.62 1130.62 1140.62 1110.62 1130.62 112
miper_refine_blended1.30 1141.30 1151.30 1201.30 1271.30 1281.30 1261.30 1291.30 1271.30 1261.30 1241.30 1261.30 1271.30 1251.30 1251.30 125
miper_lstm_enhance10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ETV-MVS0.62 1030.62 1040.62 1070.62 1140.62 1140.62 1150.62 1150.62 1140.62 1130.62 1110.62 1130.62 1140.62 1110.62 1130.62 112
CS-MVS0.62 1030.62 1040.62 1070.62 1140.62 1140.62 1150.62 1150.62 1140.62 1130.62 1110.62 1130.62 1140.62 1110.62 1130.62 112
D2MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
DVP-MVScopyleft3981.10 3174731.32 3221730.42 3152191.51 3341949.98 33716473.90 353355.33 2997172.90 3461622.98 3347879.79 344434.33 3042428.11 3265762.12 336689.04 298813.18 304
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 3241363.85 3164894.28 322387.23 3012023.43 3173973.88 322620.04 293732.56 298
test_0728_SECOND1451.45 3061725.60 3151598.35 3199203.30 328315.86 2952023.43 3173973.88 322620.04 293732.56 298
test07261725.60 3151598.35 3199203.30 328315.86 2955016.02 3241363.85 3164894.28 322387.23 301
SR-MVS610.10 239610.10 241610.10 273610.10 270610.10 283610.10 224610.10 335610.10 235610.10 282610.10 231610.10 318610.10 276610.10 250610.10 291610.10 289
DPM-MVS3268.00 3073762.89 3101783.33 3171756.00 3201806.00 33312319.00 344307.00 2936319.00 3351557.00 3275763.00 328302.00 2922609.00 3305061.00 333482.00 288935.00 318
GST-MVS4000.00 3194533.33 3202400.00 3302400.00 3392400.00 3457200.00 3132400.00 3627200.00 3482400.00 3507200.00 3382400.00 3562400.00 3257200.00 3492400.00 3532400.00 352
test_yl10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
thisisatest053010000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Anonymous2024052910000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Anonymous20240521110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
DCV-MVSNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tttt051710000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
our_test_310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
thisisatest051510000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ppachtmachnet_test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
SMA-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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
GSMVS10000000.00 369
DPE-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 37510000000.00 37710000000.00 372
thres100view90010000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tfpnnormal10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
tfpn200view910000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
c3_l10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
CHOSEN 280x4202340.81 2932643.03 2961434.14 3022025.55 3311629.36 3226542.40 308412.49 3084219.70 3151547.02 3244328.52 314650.74 3251798.26 3113333.17 315727.72 304874.79 311
CANet110.62 190124.04 19270.34 19782.03 20674.27 209325.54 20925.25 208207.16 20569.28 207194.38 20227.53 20395.79 211147.76 20537.43 20040.97 210
Fast-Effi-MVS+-dtu0.44 990.44 1000.44 1040.44 1110.44 1110.44 1110.44 1120.44 1110.44 1100.44 1080.44 1100.44 1110.44 1090.44 1090.44 109
Effi-MVS+-dtu0.59 1010.61 1030.53 1050.68 1190.53 1120.53 1120.68 1200.68 1190.53 1110.53 1090.68 1180.53 1120.68 1170.53 1100.53 110
CANet_DTU110.62 190124.04 19270.34 19782.03 20674.27 209325.54 20925.25 208207.16 20569.28 207194.38 20227.53 20395.79 211147.76 20537.43 20040.97 210
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 3391111219.60 34575.70 20074.28 20473.29 207284.50 20511.35 200238.58 20965.86 205255.35 21714.55 198115.69 21910000000.00 37231.94 19838.12 204
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3214911.12 3252451.45 3352725.60 3482598.35 35216203.30 352515.86 3287016.02 3422363.85 3466894.28 334887.23 3383023.43 3395973.88 3391620.04 3471732.56 343
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 37210000000.00 369
sam_mvs10000000.00 372
IterMVS-SCA-FT10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
TSAR-MVS + MP.3528.01 3104065.89 3171914.35 3202349.10 3372141.30 34212362.70 346417.60 3126717.80 3411759.40 3386497.50 331518.18 3112629.38 3335164.32 335806.40 315972.38 323
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 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
OPM-MVS3268.00 3073762.89 3101783.33 3171756.00 3201806.00 33312319.00 344307.00 2936319.00 3351557.00 3275763.00 328302.00 2922609.00 3305061.00 333482.00 288935.00 318
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 193133.18 19575.70 20074.28 20473.29 207284.50 20511.35 200238.58 20965.86 205255.35 21714.55 198115.69 219222.18 21931.94 19838.12 204
ambc999.00 288999.00 297999.00 302999.00 244999.00 351999.00 297999.00 260999.00 343999.00 293999.00 273999.00 327999.00 324
MTGPAbinary10000000.00 378
SPE-MVS-test0.62 1030.62 1040.62 1070.62 1140.62 1140.62 1150.62 1150.62 1140.62 1130.62 1110.62 1130.62 1140.62 1110.62 1130.62 112
Effi-MVS+0.58 1000.56 1010.62 1070.53 1120.62 1140.53 1120.53 1130.53 1120.62 1130.62 1110.53 1110.62 1140.62 1110.53 1100.62 112
xiu_mvs_v2_base10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
xiu_mvs_v1_base10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
new-patchmatchnet766.12 249859.03 254487.38 264595.68 265536.14 2682346.27 278142.51 2781488.08 277422.43 2591361.32 277163.65 259628.60 2781003.74 280207.61 261297.41 270
pmmvs610000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
pmmvs510000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_post110000000.00 37010000000.00 36910000000.00 37210000000.00 37210000000.00 372
test_post10000000.00 36910000000.00 37210000000.00 372
Fast-Effi-MVS+0.41 980.40 870.41 1030.41 1100.41 1100.41 1100.35 990.41 1100.41 1090.41 1070.41 1090.41 1100.41 1080.41 1080.41 108
patchmatchnet-post10000000.00 36910000000.00 37210000000.00 372
Anonymous2023121110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
pmmvs-eth3d10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
GG-mvs-BLEND596.01 271611.29 272600.33 280790.30 231513.12 326552.71 275567.40 225662.54 330531.67 260503.93 236779.80 308656.02 292
xiu_mvs_v1_base_debi10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
Anonymous2023120610000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MTAPA833442.10 3401111233.77 34667.09 19665.59 20364.81 206284.50 20510000000.00 378219.97 20859.62 204229.89 21212.72 197103.00 217203.67 21827.93 19733.46 196
MTMP10000000.00 37010000000.00 378
gm-plane-assit611.29 272600.33 280579.21 229567.40 225531.67 260503.93 236
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 231533.67 233293.33 238376.00 248318.00 2461461.00 26496.00 250835.00 251290.00 247804.00 24997.00 235383.00 250688.00 261156.00 242179.00 245
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 238605.37 240562.67 268617.29 276500.33 266772.30 230413.12 311579.21 229552.71 275567.40 225662.54 330531.67 260503.93 236779.80 308656.02 292
SCA10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Patchmatch-test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 231533.67 233293.33 238376.00 248318.00 2461461.00 26496.00 250835.00 251290.00 247804.00 24997.00 235383.00 250688.00 261156.00 242179.00 245
Patchmatch-RL test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
cdsmvs_eth3d_5k10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
pcd_1.5k_mvsjas10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 218412.78 219246.00 229231.00 226197.00 2291293.00 262376.00 303756.00 248609.00 28171.00 197106.00 240195.00 224102.00 203171.00 251346.00 277
canonicalmvs10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
anonymousdsp10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
alignmvs2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
nrg0302.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
v1441920.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
FIs10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
v19219200.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
UA-Net10000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
v11920.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
FC-MVSNet-test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
v11440.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
sosnet-low-res10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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
v1480.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
sosnet1000.00 2701000.00 2691000.00 2911000.00 3001000.00 3051000.00 2471000.00 3541000.00 2631000.00 3001000.00 2631000.00 3461000.00 2961000.00 2761000.00 3301000.00 327
uncertanet10000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
AllTest10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
TestCases10000000.00 35810000000.00 37510000000.00 37710000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
v7n0.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
balanced_ft_v110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
PS-MVSNAJss10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
PS-MVSNAJ10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
jajsoiax10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
mvs_tets10.28 16810.28 17010.28 17510.28 18310.28 18510.28 18310.28 19010.28 18410.28 18310.28 17910.28 18510.28 18310.28 18110.28 18410.28 183
EI-MVSNet-UG-set1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
EI-MVSNet-Vis-set1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
HPM-MVS++copyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_prior40.00 10.00 1
XVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
v12400.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
pm-mvs110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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
v80.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
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 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
VDD-MVS2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
VDDNet2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
v100.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
VPNet2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
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
v2v4820.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
V420.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
SD-MVS2654.53 2993055.56 3041451.45 3061725.60 3151598.35 3199203.30 328315.86 2955016.02 3241363.85 3164894.28 322387.23 3012023.43 3173973.88 322620.04 293732.56 298
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-MVS0.40 860.40 870.40 910.40 980.40 980.40 980.40 1000.40 980.40 970.40 950.40 970.40 980.40 960.40 960.40 96
MSLP-MVS++1242.93 2791411.08 282738.48 284712.71 288712.68 2894168.17 299136.50 2762276.40 300613.28 2842368.60 300161.61 2581130.38 3031964.54 303297.88 279372.39 280
APDe-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ADS-MVSNet2443.33 228482.84 228324.79 247434.94 260387.73 2581110.57 25287.69 245887.02 254282.92 244779.29 24498.57 237422.76 256502.40 234162.19 249163.87 241
EI-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
Regformer1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
CVMVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
pmmvs410000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
EU-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
VNet2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
test-LLR10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
TESTMET0.1,110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test-mter10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
VPA-MVSNet2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
ACMMPR1296.60 2811480.82 284743.96 285899.25 294763.47 2934305.47 300143.90 2792530.94 303683.99 2862346.34 299201.65 2791098.25 3011920.59 302295.21 278370.16 279
testgi10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test20.0310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
thres600view710000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ADS-MVSNet443.33 228482.84 228324.79 247434.94 260387.73 2581110.57 25287.69 245887.02 254282.92 244779.29 24498.57 237422.76 256502.40 234162.19 249163.87 241
MP-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
thres40010000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test12310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
thres20010000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test0.0.03 110000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
pmmvs310000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
EMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
E-PMN10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
PGM-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
LCM-MVSNet-Re0.89 1100.89 1110.89 1150.89 1220.89 1220.89 1220.89 1230.89 1220.89 1210.89 1190.89 1210.89 1220.89 1200.89 1200.89 120
LCM-MVSNet0.37 850.36 860.37 900.37 970.37 970.37 970.32 980.37 970.37 960.37 940.37 960.37 970.37 950.37 950.37 95
MCST-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
mvs_anonymous774.90 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
MVS_Test10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MDA-MVSNet-bldmvs1.20 1111.20 1121.20 1171.20 1241.20 1251.20 1231.20 1261.20 1241.20 1231.20 1211.20 1231.20 1241.20 1221.20 1221.20 122
CDPH-MVS6.66 1676.66 1686.66 1736.66 1816.66 1816.66 1806.66 1876.66 1816.66 1796.66 1776.66 1816.66 1806.66 1786.66 1816.66 181
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
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 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
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 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
baseline1774.90 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
YYNet11.20 1111.20 1121.20 1171.20 1241.20 1251.20 1231.20 1261.20 1241.20 1231.20 1211.20 1231.20 1241.20 1221.20 1221.20 122
PMMVS210000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MDA-MVSNet_test_wron1.20 1111.20 1121.20 1171.20 1241.20 1251.20 1231.20 1261.20 1241.20 1231.20 1211.20 1231.20 1241.20 1221.20 1221.20 122
tpmvs501.65 235567.42 237304.33 241395.39 255356.32 2551512.04 267216.53 290994.15 260350.16 256804.16 251119.38 245380.98 247555.14 247159.87 247175.69 244
PM-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
HQP_MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
plane_prior710000000.00 37510000000.00 377
plane_prior610000000.00 37510000000.00 37710000000.00 372
plane_prior510000000.00 37810000000.00 37210000000.00 37210000000.00 37110000000.00 369
plane_prior410000000.00 369
plane_prior310000000.00 37710000000.00 37210000000.00 372
plane_prior210000000.00 37010000000.00 372
plane_prior110000000.00 375
plane_prior1.00 1232.00 1612.00 1622.00 160
PS-CasMVS1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
UniMVSNet_NR-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
PEN-MVS1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
TransMVSNet (Re)1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
DTE-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
DU-MVS1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
UniMVSNet (Re)1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
CP-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
WR-MVS_H1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
WR-MVS1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
NR-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
Baseline_NR-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
TranMVSNet+NR-MVSNet1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
TSAR-MVS + GP.1386.84 2821622.84 286678.81 281952.13 296840.17 2975358.21 305170.75 2852650.47 304713.54 2902394.28 301209.42 283855.56 2861854.36 301302.42 280340.71 276
n214.20 203
nn1.42 131
mPP-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
door-mid1.42 131
XVG-OURS-SEG-HR999999.00 341999999.00 342999999.00 355999999.00 372999999.00 374999999.00 367999999.00 375999999.00 369999999.00 369999999.00 366999999.00 369999999.00 369999999.00 369999999.00 368999999.00 366
mvsmamba10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
MVSFormer1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
jason1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
jason: jason.
lupinMVS1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
test_djsdf1.42 1161.42 1171.42 1221.42 1291.42 1301.42 1281.42 1311.42 1291.42 1281.42 1261.42 1281.42 1291.42 1271.42 1271.42 127
HPM-MVS_fast10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
K. test v3877.74 263980.16 266570.46 2701316.85 309813.15 2952565.52 290103.78 2591509.49 285548.33 2741258.90 274219.93 285587.82 2751102.37 290196.30 258310.42 272
lessismore_v0569.20 269667.25 286644.68 28696.45 252428.86 2611514.17 288204.21 281756.58 2821061.60 282197.79 259306.34 271
SixPastTwentyTwo773.62 250869.37 256486.35 263603.45 267547.15 2772532.14 289106.92 2601434.95 276428.08 2601360.56 276165.15 260628.96 279984.09 272209.01 262282.94 267
OurMVSNet-221017-0999.00 268999.00 267999.00 288999.00 297999.00 302999.00 244999.00 351999.00 261999.00 297999.00 260999.00 343999.00 293999.00 273999.00 327999.00 324
HPM-MVScopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 341999999.00 342999999.00 355999999.00 372999999.00 374999999.00 367999999.00 375999999.00 369999999.00 369999999.00 366999999.00 369999999.00 369999999.00 369999999.00 368999999.00 366
XVG-ACMP-BASELINE999999.00 341999999.00 342999999.00 355999999.00 372999999.00 374999999.00 367999999.00 375999999.00 369999999.00 369999999.00 366999999.00 369999999.00 369999999.00 369999999.00 368999999.00 366
casdiffmvs_mvgpermissive774.90 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
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 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
LGP-MVS_train10000000.00 35810000000.00 37510000000.00 37710000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
baseline774.90 251882.28 257452.77 253636.50 277537.20 2692348.80 279120.30 2651504.30 278474.40 2631371.10 278186.90 265564.70 2661078.90 283219.30 263256.40 257
test111.00 124
door99.00 256
EPNet_dtu10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2932643.03 2961434.14 3022025.55 3311629.36 3226542.40 308412.49 3084219.70 3151547.02 3244328.52 314650.74 3251798.26 3113333.17 315727.72 304874.79 311
EPNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 377
HQP-NCC10000000.00 37510000000.00 37010000000.00 37210000000.00 372
ACMP_Plane10000000.00 37510000000.00 37010000000.00 37210000000.00 372
APD-MVScopyleft1000000000.00 4781000000000.00 4811000000000.00 4951000000000.00 5201000000000.00 5201000000000.00 5071000000000.00 5201000000000.00 5131000000000.00 5141000000000.00 5111000000000.00 5151000000000.00 5141000000000.00 5131000000000.00 5121000000000.00 510
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 372
HQP4-MVS10000000.00 37210000000.00 37210000000.00 369
HQP3-MVS10000000.00 37810000000.00 371
HQP2-MVS10000000.00 372
CNVR-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
NCCC10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
114514_t99999.00 33799999.00 34099999.00 35399999.00 37099999.00 37299999.00 36599999.00 37399999.00 36799999.00 36799999.00 36499999.00 36799999.00 36799999.00 36799999.00 36699999.00 364
CP-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
DSMNet-mixed131.33 201143.00 20396.33 21299.00 21181.00 212201.00 20245.00 228335.00 22199.00 220251.00 21638.00 216110.00 218120.00 20499.00 22698.00 222
tpm23617.85 3114007.23 3132449.73 3312012.71 3271698.05 3277351.19 314869.29 3466132.06 3301588.28 3308007.42 3461281.09 3523888.11 3507472.04 3511351.00 3411763.02 347
NP-MVS10000000.00 37510000000.00 37710000000.00 369
EG-PatchMatch MVS437.03 227493.12 231268.77 235264.80 232260.20 2401491.80 26698.00 253723.20 245238.80 235722.40 24063.10 225382.00 248629.00 253207.00 260164.10 243
tpm cat13617.85 3114007.23 3132449.73 3312012.71 3271698.05 3277351.19 314869.29 3466132.06 3301588.28 3308007.42 3461281.09 3523888.11 3507472.04 3511351.00 3411763.02 347
SteuartSystems-ACMMP2891.50 3043284.78 3071711.67 3141954.00 3251655.00 32510117.00 341445.00 3135102.00 3271375.00 3205126.00 326351.00 2982638.00 3344402.00 329691.00 300842.00 308
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3114007.23 3132449.73 3312012.71 3271698.05 3277351.19 314869.29 3466132.06 3301588.28 3308007.42 3461281.09 3523888.11 3507472.04 3511351.00 3411763.02 347
CR-MVSNet612.36 240617.81 243596.01 271611.29 272600.33 280790.30 231513.12 326579.21 229552.71 275567.40 225662.54 330531.67 260503.93 236779.80 308656.02 292
JIA-IIPM804.30 259835.64 252710.26 282885.90 292895.90 300455.98 222668.73 3401297.17 2721002.26 3041001.67 267655.98 328756.98 283667.90 258885.21 320477.90 286
Patchmtry1090.75 2751198.88 277766.38 2861290.90 307485.90 2642423.98 2861267.30 3581297.17 272923.90 294923.40 2581215.54 351990.23 291667.90 258779.80 308823.02 306
PatchT856.34 262860.99 255842.38 2871290.90 307880.90 298790.30 2311267.30 358579.21 229923.90 294567.40 225662.54 330990.23 291887.56 268779.80 308656.02 292
tpmrst2557.50 2972847.12 3001688.66 3131784.08 3231778.25 3327445.50 318342.14 2984471.54 3191534.55 3234382.10 317530.10 3132361.21 3244142.81 325991.22 325926.51 316
BH-w/o40.00 18240.00 18440.00 19040.00 19840.00 19940.00 19540.00 22340.00 19840.00 19840.00 19240.00 21740.00 19840.00 19640.00 21040.00 206
tpm3617.85 3114007.23 3132449.73 3312012.71 3271698.05 3277351.19 314869.29 3466132.06 3301588.28 3308007.42 3461281.09 3523888.11 3507472.04 3511351.00 3411763.02 347
DELS-MVS514.57 236587.73 239295.12 240343.03 242328.09 2531540.48 268116.22 262988.59 259325.44 254906.22 257119.86 246365.72 246788.60 265161.09 248191.55 251
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 18240.00 18440.00 19040.00 19840.00 19940.00 19540.00 22340.00 19840.00 19840.00 19240.00 21740.00 19840.00 19640.00 21040.00 206
RPMNet787.26 258829.13 251661.63 277885.90 292895.90 300455.98 222610.10 3351297.17 2721002.26 3041001.67 267655.98 328611.10 277667.90 258885.21 320477.90 286
MVSTER890.06 2641005.91 273542.52 266736.13 289653.90 2872616.56 291145.22 2801692.10 289555.69 2781554.72 289266.25 287660.02 2811219.66 292266.84 275313.64 273
CPTT-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
GBi-Net44.67 18649.24 18830.96 18947.53 20247.57 203126.09 2018.00 18876.99 20226.09 19773.50 19811.27 19530.55 19761.12 20012.58 19514.75 194
PVSNet_Blended_VisFu136.90 202155.40 20481.40 209111.00 21996.20 213407.00 21925.90 211251.60 21185.10 217240.50 21337.00 21399.90 214199.80 21540.70 21448.10 213
PVSNet_BlendedMVS136.90 202155.40 20481.40 209111.00 21996.20 213407.00 21925.90 211251.60 21185.10 217240.50 21337.00 21399.90 214199.80 21540.70 21448.10 213
UnsupCasMVSNet_eth5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
UnsupCasMVSNet_bld5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
PVSNet_Blended136.90 202155.40 20481.40 209111.00 21996.20 213407.00 21925.90 211251.60 21185.10 217240.50 21337.00 21399.90 214199.80 21540.70 21448.10 213
FMVSNet5124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
test1124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
new_pmnet88.14 18898.62 18956.70 19498.14 20956.07 204246.79 20315.37 205148.06 20350.77 202143.13 19923.35 20162.65 20293.26 20168.71 22051.38 216
FMVSNet3124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
dp87.20 187113.80 1917.42 17410.50 1938.88 182298.82 2082.70 175510.35 2277.79 180172.93 2013.37 1709.16 18114.00 1923.71 1704.23 170
FMVSNet2124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
FMVSNet1124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
N_pmnet88.14 18898.62 18956.70 19498.14 20956.07 204246.79 20315.37 205148.06 20350.77 202143.13 19923.35 20162.65 20293.26 20168.71 22051.38 216
cascas2.00 1492.00 1502.00 1552.00 1632.00 1632.00 1612.00 1662.00 1622.00 1612.00 1592.00 1612.00 1622.00 1602.00 1602.00 160
BH-RMVSNet40.00 18240.00 18440.00 19040.00 19840.00 19940.00 19540.00 22340.00 19840.00 19840.00 19240.00 21740.00 19840.00 19640.00 21040.00 206
UGNet110.62 190124.04 19270.34 19782.03 20674.27 209325.54 20925.25 208207.16 20569.28 207194.38 20227.53 20395.79 211147.76 20537.43 20040.97 210
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 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
XXY-MVS15.00 17915.00 18115.00 18815.00 19515.00 19815.00 19415.00 20415.00 19515.00 19615.00 19015.00 20015.00 19515.00 19315.00 19615.00 195
EC-MVSNet0.62 1030.62 1040.62 1070.62 1140.62 1140.62 1150.62 1150.62 1140.62 1130.62 1110.62 1130.62 1140.62 1110.62 1130.62 112
sss5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
Test_1112_low_res5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
1112_ss5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
ab-mvs-re5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
ab-mvs5.90 1585.90 1595.90 1645.90 1725.90 1725.90 1715.90 1785.90 1725.90 1705.90 1685.90 1725.90 1715.90 1695.90 1725.90 172
TR-MVS40.00 18240.00 18440.00 19040.00 19840.00 19940.00 19540.00 22340.00 19840.00 19840.00 19240.00 21740.00 19840.00 19640.00 21040.00 206
MDTV_nov1_ep13_2view9.99 1839.99 1819.99 1829.99 1819.99 1839.99 1799.99 182
MDTV_nov1_ep139.99 1699.99 1829.99 1839.99 1819.99 1899.99 1829.99 1819.99 1789.99 1839.99 1829.99 1799.99 183
MIMVSNet1124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
MIMVSNet124.76 194140.93 19676.26 202107.44 212100.17 216329.88 21227.12 214259.44 21474.30 210204.34 20530.74 20692.41 204196.98 20838.15 20336.19 197
IterMVS-LS758.94 248856.56 253466.10 261606.60 268546.80 2762309.90 277122.20 2721402.80 275463.50 2621348.20 275192.60 275574.60 2741028.60 281234.60 272276.90 266
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 1080.88 1090.88 1130.88 1200.88 1200.88 1200.88 1210.88 1200.88 1190.88 1170.88 1190.88 1200.88 1180.88 1180.88 118
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 371
IterMVS615.05 241691.66 244385.23 251516.40 263454.80 2631863.80 272102.10 2581142.20 269364.10 2571093.20 271135.00 249480.40 259826.90 266181.20 254220.50 255
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 237581.17 238321.48 246361.02 244429.00 2621995.36 27478.48 240796.20 250283.32 246796.02 24896.78 234382.98 249636.72 255186.66 257152.46 238
MVS_111021_LR1136.45 2771298.72 280649.64 275756.17 290726.26 2913785.94 295138.15 2772190.64 299629.63 2852064.39 296165.45 261874.83 2871678.43 299279.70 277347.82 278
DP-MVS264.78 209296.02 211171.04 218191.70 225183.96 227827.10 23578.36 239438.24 225176.64 226435.12 22265.04 226230.52 228334.02 224117.96 23498.64 223
ACMMP++10000000.00 371
HQP-MVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 3033170.00 3061999.67 3241673.00 3132042.00 3418593.00 325474.00 3176452.00 3371268.00 3145125.00 325339.00 2963004.00 3384222.00 328384.00 285953.00 320
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2892452.68 2921143.53 2972938.33 3521446.92 3146083.19 306391.74 3053801.71 3111202.10 3103439.72 306492.73 3091304.35 3053048.25 313676.32 296679.32 297
IS-MVSNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
HyFIR lowres test2340.81 2932643.03 2961434.14 3022025.55 3311629.36 3226542.40 308412.49 3084219.70 3151547.02 3244328.52 314650.74 3251798.26 3113333.17 315727.72 304874.79 311
EPMVS999.00 268999.00 267999.00 288999.00 297999.00 302999.00 244999.00 351999.00 261999.00 297999.00 260999.00 343999.00 293999.00 273999.00 327999.00 324
PAPM_NR10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
TAMVS0.88 1080.88 1090.88 1130.88 1200.88 1200.88 1200.88 1210.88 1200.88 1190.88 1170.88 1190.88 1200.88 1180.88 1180.88 118
PAPR10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
RPSCF394.81 221445.63 223242.35 227276.55 235253.63 2371207.27 25990.69 248715.56 242241.57 236684.87 237111.96 241320.02 238548.38 245133.81 236153.39 239
Vis-MVSNet (Re-imp)10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
test_04021110.00 2761260.00 279660.00 276900.00 295780.00 2943300.00 293210.00 2892040.00 297690.00 2871950.00 294300.00 291810.00 2841620.00 297330.00 283390.00 283
MVS_111021_HR3742.80 3154330.34 3181980.20 3222484.31 3402259.52 34414973.80 351515.90 3326500.13 3381949.21 3416146.89 330535.66 3142593.66 3294880.76 332986.37 3241087.43 332
CSCG826.03 260963.29 265414.24 252421.52 258426.11 2612230.35 275179.52 2861827.44 291733.43 292933.12 259281.25 288545.23 2641800.35 300262.64 274271.38 265
PatchMatch-RL10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
API-MVS4380.83 3224906.56 3242803.67 3383844.00 3553116.00 35713454.00 347901.00 3506511.00 3392794.00 3527365.00 339754.00 3343634.00 3486622.00 3481914.00 3521661.00 342
Test By Simon990.00 342
TDRefinement10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
USDC1000.00 2701000.00 2691000.00 2911000.00 3001000.00 3051000.00 2471000.00 3541000.00 2631000.00 3001000.00 2631000.00 3461000.00 2961000.00 2761000.00 3301000.00 327
EPP-MVSNet10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
PMMVS10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
PAPM10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
ACMMPcopyleft10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
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 33411772.44 3377637.33 3429120.00 3608206.00 36122252.00 3592010.00 36124984.00 3647458.00 35722596.00 3612940.00 35710260.00 36311100.00 3633492.00 3554446.00 353
PatchmatchNetpermissive492.52 234551.22 235316.40 245400.20 256357.90 2561277.10 261115.80 2611034.60 267315.90 251874.00 255155.10 256402.20 253629.50 254158.80 246189.10 249
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 33799999.00 34099999.00 35399999.00 37099999.00 37299999.00 36599999.00 37399999.00 36799999.00 36799999.00 36499999.00 36799999.00 36799999.00 36799999.00 36699999.00 364
F-COLMAP1878.17 2862113.11 2891173.33 2991231.00 3051174.00 3106297.00 307392.00 3063356.00 3081087.00 3063082.00 305361.00 2991670.00 3082523.00 308689.00 297676.00 296
ANet_high10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
wuyk23d10000000.00 34610000000.00 34910000000.00 35810000000.00 37510000000.00 37710000000.00 37010000000.00 37810000000.00 37210000000.00 37210000000.00 36910000000.00 37210000000.00 37210000000.00 37210000000.00 37110000000.00 369
OMC-MVS5022.26 3235748.82 3262842.58 3394905.27 3573101.27 35614933.60 350812.24 3449278.40 3532959.29 3538800.17 3501092.24 3503806.30 3497568.54 3551389.60 3451620.18 341
MG-MVS1256.50 2801432.00 283730.00 283610.00 269760.00 2924720.00 302169.00 2841920.00 294723.00 2912510.00 303201.00 2781050.00 3001645.00 298390.00 286380.00 281
AdaColmapbinary2570.77 2982948.61 3011437.24 3051873.64 3241526.60 3167819.77 319373.97 3024970.45 3221479.29 3214648.46 319525.80 3121904.97 3154150.42 326695.69 303880.14 314
uanet10000.00 32710000.00 33010000.00 34410000.00 36210000.00 36410000.00 33410000.00 36710000.00 35510000.00 35910000.00 35210000.00 36010000.00 35710000.00 35710000.00 35810000.00 356
ITE_SJBPF2014.00 3251998.00 3261992.00 339701.00 3415989.00 3291812.00 3403612.00 310650.00 3242852.00 3374601.00 3311195.00 3401198.00 337
DeepMVS_CXcopyleft1.00 1161.00 1231.00 1231.00 1241.00 1231.00 1221.00 1201.00 1221.00 1231.00 1211.00 1211.00 121
TinyColmap1000.00 2701000.00 2691000.00 2911000.00 3001000.00 3051000.00 2471000.00 3541000.00 2631000.00 3001000.00 2631000.00 3461000.00 2961000.00 2761000.00 3301000.00 327
MAR-MVS3973.16 3164387.92 3192728.86 3373345.27 3543341.39 35811403.90 343798.76 3436555.62 3402569.29 3516514.86 332834.97 3373237.43 3475891.08 3381577.54 3461607.76 339
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 3013049.67 3031649.00 3121755.00 3191689.00 3268330.00 323464.00 3164997.00 3231528.00 3224763.00 321568.00 3162296.00 3234215.00 327827.00 316962.00 321
MSDG32606.17 33634443.44 33927094.33 35229249.00 36925246.00 37151144.00 3646705.00 36542886.00 36622888.00 36648534.00 36313263.00 36637507.00 36679298.00 36616024.00 36518530.00 362
LS3D7684.71 3258776.23 3284410.16 3415298.55 3585631.53 36034329.90 3621504.57 36011554.00 3623896.41 35415111.00 359812.19 3355985.63 3553516.20 3192963.23 3541613.31 340
CLD-MVS7338.25 3248341.00 3274330.00 3404902.00 3564991.00 35923318.00 360728.00 34214437.00 3634378.00 35513379.00 358824.00 3365708.00 35411429.00 3641674.00 3512291.00 351
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2831495.59 2851141.23 296648.01 285893.85 2994124.00 298503.81 3253219.04 306742.72 2932498.84 302157.98 2571727.83 309832.93 267732.98 307802.00 301
Gipumacopyleft689.75 247767.00 247458.00 260613.00 275549.00 2781943.00 273187.00 2871230.00 271518.00 2721092.00 270203.00 280564.00 265892.00 269225.00 270261.00 264
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015