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 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
ACMH+729.97 2661.38 246754.00 248383.51 252368.96 248376.38 2592483.74 29082.42 2441089.25 270333.39 2571219.68 27566.53 229573.60 275957.86 273184.14 258200.56 256
PMVScopyleft863.65 3957.08 2671054.11 276666.00 281401.00 259495.00 2673790.00 298279.00 2941607.00 290521.00 2751745.00 29390.00 2321105.00 304639.00 258415.00 289398.00 286
Y. Furukawa, J. Ponce: Accurate, dense, and robust multiview stereopsis. PAMI (2010)
IB-MVS872.44 4616.41 244700.96 247362.78 251426.10 261409.25 2621822.69 273124.42 2751186.23 272366.85 2601079.42 271190.60 276451.78 260930.72 272181.59 257227.30 258
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 2681106.11 278553.33 269494.00 264534.00 2693581.00 296136.00 2771585.00 289478.00 2721871.00 29590.00 232839.00 2871460.00 296260.00 275287.00 270
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet1207.94 6829.56 263937.18 266506.69 267645.55 286585.72 2812477.98 289130.52 2761578.29 288509.50 2731460.01 287194.90 278637.19 2821170.78 293267.07 278297.17 271
ACMP1246.57 71086.24 2761235.17 280639.45 276596.53 268639.91 2873904.24 299152.04 2831851.54 294566.58 2811997.95 297138.50 253938.30 2911605.46 298303.70 284340.14 277
Qingshan Xu and Wenbing Tao: Planar Prior Assisted PatchMatch Multi-View Stereo. AAAI 2020
ACMM1311.08 81165.06 2801332.72 283662.07 280584.90 266715.99 2924373.59 303153.99 2851880.27 295709.02 2912316.97 299188.63 275939.89 2921484.30 297302.78 283330.34 276
Qingshan Xu and Wenbing Tao: Multi-Scale Geometric Consistency Guided Multi-View Stereo. CVPR 2019
PVSNet_01661.03 9968.54 2691066.82 277673.70 282706.94 289695.69 2902669.02 294153.52 2842108.17 300605.54 2821679.14 292213.26 286886.75 2901236.76 295229.01 273438.67 287
OpenMVS_ROBcopyleft1936.51 101959.51 2892224.88 2931163.39 3001253.91 3081434.22 3157065.71 313272.76 2932472.29 3041647.54 3383538.72 311200.37 2791496.48 3092575.17 311997.45 328559.48 290
COLMAP_ROBcopyleft2144.59 111658.33 2871869.33 2891025.33 2971030.00 3061023.00 3115311.00 306359.00 3033044.00 307937.00 2982892.00 306332.00 2971440.00 3082312.00 308607.00 292613.00 293
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 2861886.82 290481.89 264847.73 293830.16 2987943.84 323189.23 2902398.83 303691.73 2902341.13 300209.16 284230.25 2291999.25 306360.46 286385.25 284
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 2932530.89 2961459.67 3101767.00 3241591.00 3207932.00 322399.00 3093643.00 3121176.00 3113569.00 312297.00 2921927.00 3183302.00 316693.00 304861.00 312
3Dnovator2482.06 142531.17 2982839.56 3011606.00 3121732.00 3201557.00 3198375.00 326483.00 3214370.00 3211371.00 3214200.00 316350.00 2992207.00 3233877.00 323798.00 3161054.00 333
CMPMVSbinary2623.62 151983.08 2902156.14 2921463.89 3111414.80 3131517.00 3175239.20 305867.40 3473310.30 3101128.70 3103489.90 310366.75 3022030.20 3222427.60 3091160.60 341844.46 311
M. Jancosek, T. Pajdla: Multi-View Reconstruction Preserving Weakly-Supported Surfaces. CVPR 2011
PLCcopyleft2858.82 162192.92 2922474.00 2951349.67 3031407.00 3121356.00 3147164.00 314475.00 3203970.00 3151237.00 3153765.00 314451.00 3081891.00 3163006.00 314791.00 315802.00 303
Jie Liao, Yanping Fu, Qingan Yan, Chunxia xiao: Pyramid Multi-View Stereo with Local Consistency. Pacific Graphics 2019
3Dnovator+3414.41 173146.67 3073537.00 3101975.67 3232310.00 3382005.00 34210100.00 342626.00 3405753.00 3311803.00 3415179.00 330487.00 3102622.00 3344550.00 3321025.00 3361300.00 340
DeepPCF-MVS3452.42 182670.71 3023021.57 3041618.12 3132377.67 3401751.39 3338915.70 329567.44 3354569.74 3231236.84 3144615.63 321513.23 3122291.32 3243515.48 320882.39 321811.66 305
DeepC-MVS3917.13 193155.06 3083601.83 3111814.72 3212515.52 3431941.53 33810432.50 344589.42 3364789.45 3241298.65 3177677.31 346578.35 3192589.53 3303611.78 322923.52 324913.10 317
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 2942597.03 2971297.84 3021701.20 3161332.37 3138105.11 324451.45 3164031.84 3161099.10 3093966.50 315467.45 3091734.05 3122701.68 313848.94 319827.11 309
Andreas Kuhn, Shan Lin, Oliver Erdler: Plane Completion and Filtering for Multi-View Stereo Reconstruction. GCPR 2019
TAPA-MVS6309.84 213374.90 3113806.99 3142078.63 3282535.47 3442499.25 3538816.16 328456.05 3176255.60 3371664.52 3396704.88 336629.95 3252768.38 3376343.93 349856.35 320968.25 324
Andrea Romanoni, Matteo Matteucci: TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo. ICCV 2019
MVEpermissive10021.00 2210550.67 33510002.44 33812195.33 3536242.00 3628768.00 36530896.00 3634451.00 36610331.00 3646247.00 35918296.00 363283.00 29121484.00 3677364.00 3525912.00 3596334.00 357
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 33722805.00 34025097.33 35415500.00 37119201.00 37342712.00 3656055.00 36738388.00 36816926.00 36838534.00 3657071.00 36135653.00 36829475.00 36710584.00 36720438.00 366
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
casdiffseed4146921470.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
gbinet_0.2-2-1-0.020.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
0.3-1-1-0.0150.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
0.4-1-1-0.10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
0.4-1-1-0.20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
wanda-best-256-5120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
usedtu_dtu_shiyan20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
usedtu_dtu_shiyan10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
blended_shiyan80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E5new0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-blended-shiyan70.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E6new0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
blended_shiyan60.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
usedtu_blend_shiyan50.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
blend_shiyan40.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E60.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E50.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVSNET30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E40.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E3new0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVSNET20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
fmvsm_s_conf0.5_n_110.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
E20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MED-MVS test10000000.00 36110000000.00 37810000000.00 38021344.80 35710000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37410000000.00 37410000000.00 372
MED-MVS9168445.40 3468891260.53 34910000000.00 36110000000.00 37810000000.00 38021344.80 35710000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 3468891260.53 34910000000.00 36110000000.00 37810000000.00 38021344.80 35710000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
TestfortrainingZip3151.39 3423151.39 3563151.39 36021344.80 3573151.39 3653151.39 3083151.39 3563151.39 3083151.39 3603151.39 3493151.39 3573151.39 355
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
icg_test_0407_210000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SSM_0407210000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SSM_040710000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SSM_040410000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
IMVS_040310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SD_040310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
NormalMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
lecture10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SymmetryMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Elysia10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
StellarMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
KinetiMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
LuminaMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
VortexMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
AstraMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
guyue10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
sc_t110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tt0320-xc10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tt032010000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 247787.71 251308.16 244385.94 254327.65 2531718.51 271117.00 2651942.46 297317.12 2541488.73 288183.89 265404.82 256763.70 265172.02 254192.01 254
testing3-2489.51 235555.88 238290.42 239362.21 247319.27 2501424.84 26588.81 249964.80 260309.62 252879.13 258174.38 264363.98 245643.82 259155.29 243188.01 250
myMVS_eth3d28418.40 227473.07 229254.39 234261.18 233313.04 2471172.79 25974.16 239929.18 259264.68 241745.72 244139.03 254318.91 239549.18 248121.71 237131.21 230
UWE-MVS-28327.73 215369.67 217201.90 223281.09 238210.75 233832.98 23874.67 240680.98 243198.23 231613.42 235112.56 244259.80 233418.76 230114.35 230135.15 235
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 209249.11 211131.85 217187.15 226155.97 227667.31 23030.57 224398.95 226131.26 225387.86 22358.83 226164.55 225315.00 22465.03 22175.04 222
BP-MVS1202.65 207232.15 209114.16 215183.40 225141.78 225655.87 22924.69 209372.56 224109.76 223356.89 22147.15 223139.51 223284.15 22354.86 21961.20 220
reproduce_monomvs1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
mmtdpeth1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
reproduce_model1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
reproduce-ours1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
our_new_method1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
mmdepth1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
monomultidepth1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
mvs5depth1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
MVStest11.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
ttmdpeth1.48 1411.48 1421.48 1471.48 1551.48 1551.48 1531.48 1581.48 1541.48 1531.48 1511.48 1531.48 1541.48 1521.48 1521.48 152
WBMVS655.88 245770.84 250310.98 246391.79 256353.00 2562280.68 27899.17 2591776.79 292301.20 2511123.23 274187.34 274390.28 254620.39 254156.98 246189.66 252
dongtai360.45 218401.64 220236.89 228303.10 239262.16 243963.12 24272.78 235622.82 239199.37 232708.06 241130.96 249310.90 238506.46 242108.11 229137.60 236
kuosan267.89 212301.05 214168.41 219244.05 230177.28 228667.98 23165.76 232533.41 230157.79 227492.01 226104.69 241226.72 228364.47 22879.31 224101.21 226
MVSMamba_PlusPlus10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MGCFI-Net10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
testing91347.05 216389.92 218218.43 225275.92 236241.43 237923.71 24171.70 233667.65 241217.04 235629.00 236113.33 245281.39 235495.50 235115.45 232132.47 232
testing11348.86 217393.09 219216.15 224275.24 235239.53 236915.55 24072.35 234679.89 242215.75 234633.79 237118.08 246276.62 234509.56 243117.61 235132.30 231
testing99408.82 225462.15 227248.86 232322.45 242269.42 2441118.93 25673.26 238719.36 246262.28 240772.10 245150.98 256327.08 241601.98 251137.99 240150.07 239
UBG667.82 247787.71 251308.16 244385.94 254327.65 2531718.51 271117.00 2651942.46 297317.12 2541488.73 288183.89 265404.82 256763.70 265172.02 254192.01 254
UWE-MVS387.98 221438.66 224235.93 226349.32 245257.61 2411081.50 25382.45 245637.74 240257.12 239738.54 243134.25 250308.00 236531.93 245135.11 239142.17 237
ETVMVS443.50 232498.07 234279.78 238378.05 252321.57 2521163.68 25887.12 246897.50 258269.81 244822.83 255141.20 255334.53 243568.21 250154.21 242183.26 249
sasdasda10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
testing222430.52 228487.50 232259.56 235379.87 253282.69 2451138.34 25781.30 243880.86 255281.58 245834.27 256135.83 252333.22 242514.90 244140.56 241162.76 242
WB-MVSnew404.84 224458.00 226245.36 230374.70 249320.27 2511193.74 26072.90 236773.77 251238.30 236688.22 24090.05 234308.59 237532.76 246157.54 247107.21 227
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 238422.23 231
Syy-MVS370.76 219415.60 222236.25 227310.54 240210.76 234965.13 24398.58 256746.06 248266.26 242788.85 24891.37 235364.76 246357.17 227116.42 233133.22 233
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 222437.44 223251.28 233310.54 240255.86 240965.13 24398.58 256746.06 248266.26 242788.85 248154.95 257364.76 246490.19 234116.42 233133.22 233
testing3418.10 226469.06 228265.23 236335.69 243290.63 2461240.88 26293.72 251717.99 245215.31 233811.97 254232.41 288358.74 244458.67 233114.88 231146.32 238
SSC-MVS320.23 214364.09 216188.66 221260.78 232193.84 230975.93 24573.11 237596.72 235185.29 229589.02 23274.47 230246.01 231427.42 23294.06 227126.12 229
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 213357.41 215193.51 222257.06 231213.32 235914.45 23949.03 231600.77 236186.42 230634.00 23875.03 231251.35 232411.39 22988.55 226115.87 228
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SDMVSNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
dmvs_testset10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
sd_testset10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_fmvsm_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_cas_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n_19200.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs1_n0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis1_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_vis3_rt0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_fmvs30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
mvsany_test30.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
testf10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
APD_test20.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
test_f0.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
FE-MVS207.10 208234.26 210125.61 216180.34 224153.23 226635.64 22830.05 223378.38 225127.68 224377.08 22248.95 224154.43 224266.67 22263.56 22069.18 221
FA-MVS(test-final)261.15 210293.29 212164.72 218236.23 229199.99 232800.05 23642.35 229475.87 228155.47 226470.67 22558.49 225205.24 227319.44 22581.03 22588.93 223
balanced_conf0310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MonoMVSNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
patch_mono-210000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
EGC-MVSNET2819.75 3043096.89 3071988.33 3253105.00 3552241.00 3459480.00 334640.00 3414209.00 3171583.00 3314740.00 323547.00 3172797.00 3382644.00 312924.00 325927.00 319
test250610000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test111110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ECVR-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_blank10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tt080510000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
DVP-MVS++3981.10 3194731.32 3241730.42 3172191.51 3361949.98 33916473.90 355355.33 3017172.90 3491622.98 3367879.79 347434.33 3062428.11 3285762.12 338689.04 300813.18 306
FOURS12643.17 3452465.14 34813996.40 350493.26 3227619.38 3522107.24 344
MSC_two_6792asdad2237.56 3292643.17 3452465.14 348493.26 3223088.29 3456075.14 3451078.39 3371159.26 335
PC_three_14527619.38 3522107.24 3447416.93 343610.24 3223088.29 3456075.14 3451078.39 3371159.26 335
No_MVS2237.56 3292643.17 3452465.14 348493.26 3223088.29 3456075.14 3451078.39 3371159.26 335
test_one_06012643.17 3452465.14 348493.26 3227619.38 3522107.24 3447416.93 343610.24 322
eth-test21.42 131
eth-test10000000.00 378
GeoE19.41 18322.09 18511.37 18817.21 19911.30 19750.50 2014.30 17933.60 19811.70 19744.50 1987.30 18418.90 19822.60 1967.10 1843.90 171
test_method18.29 18220.89 18410.50 18715.00 19713.00 19955.00 2023.00 17834.00 19911.50 19532.50 1935.00 17313.50 19627.00 1975.00 1735.00 173
Anonymous2024052110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
h-mvs330.30 830.30 840.30 880.30 950.30 950.30 950.30 960.30 950.30 940.30 920.30 940.30 950.30 930.30 930.30 93
hse-mvs20.30 830.30 840.30 880.30 950.30 950.30 950.30 960.30 950.30 940.30 920.30 940.30 950.30 930.30 930.30 93
CL-MVSNet_self_test0.30 830.30 840.30 880.30 950.30 950.30 950.30 960.30 950.30 940.30 920.30 940.30 950.30 930.30 930.30 93
KD-MVS_2432*16001.30 1161.30 1171.30 1221.30 1291.30 1301.30 1281.30 1311.30 1291.30 1281.30 1261.30 1281.30 1291.30 1271.30 1271.30 127
KD-MVS_self_test0.60 1040.60 1040.60 1080.60 1150.60 1150.60 1160.60 1160.60 1150.60 1140.60 1120.60 1140.60 1150.60 1120.60 1140.60 113
AUN-MVS0.30 830.30 840.30 880.30 950.30 950.30 950.30 960.30 950.30 940.30 920.30 940.30 950.30 930.30 930.30 93
ZD-MVS1584.00 3141821.00 337378.00 3063721.00 3131231.00 3131833.00 294321.00 2961224.00 3062103.00 307692.00 303
SR-MVS-dyc-post11.55 18011.55 18211.55 18911.55 19611.55 19811.55 19511.55 20411.55 19611.55 19611.55 19111.55 19811.55 19511.55 19311.55 19611.55 195
RE-MVS-def610.10 243610.10 272610.10 285610.10 226610.10 337610.10 237610.10 284610.10 233610.10 320610.10 252610.10 293610.10 291
SED-MVS4062.74 3224671.13 3232237.56 3292643.17 3452465.14 34813996.40 350493.26 3227619.38 3522107.24 3447416.93 343610.24 3223088.29 3456075.14 3451078.39 3371159.26 335
IU-MVS2725.60 3502598.35 354515.86 3307016.02 3452363.85 3485973.88 3411620.04 3491732.56 345
OPU-MVS2451.45 3372725.60 3502598.35 3549203.30 3306894.28 337887.23 3403023.43 3415973.88 3411620.04 3491732.56 345
test_241102_TWO515.86 3307016.02 3452363.85 3486894.28 337887.23 3403023.43 3415973.88 3411620.04 3491732.56 345
test_241102_ONE2725.60 3502598.35 354515.86 3307016.02 3452363.85 3486894.28 337887.23 3403023.43 341
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
miper_ehance_all_eth10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
miper_enhance_ethall10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ZNCC-MVS9999.00 3289999.00 3319999.00 3469999.00 3649999.00 3669999.00 3359999.00 3699999.00 3579999.00 3619999.00 3549999.00 3629999.00 3599999.00 3589999.00 3609999.00 358
dcpmvs_210000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
cl____10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
DIV-MVS_self_test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
eth_miper_zixun_eth10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 2721000.00 2711000.00 2931000.00 3021000.00 3071000.00 2491000.00 3561000.00 2651000.00 3021000.00 2651000.00 3481000.00 2981000.00 2781000.00 3321000.00 329
DCPMVS10000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
save fliter0.00 10.00 10.00 10.00 10.00 1
ET-MVSNet_ETH3D10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
UniMVSNet_ETH3D10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
EIA-MVS0.62 1050.62 1060.62 1090.62 1160.62 1160.62 1170.62 1170.62 1160.62 1150.62 1130.62 1150.62 1160.62 1130.62 1150.62 114
miper_refine_blended1.30 1161.30 1171.30 1221.30 1291.30 1301.30 1281.30 1311.30 1291.30 1281.30 1261.30 1281.30 1291.30 1271.30 1271.30 127
miper_lstm_enhance10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ETV-MVS0.62 1050.62 1060.62 1090.62 1160.62 1160.62 1170.62 1170.62 1160.62 1150.62 1130.62 1150.62 1160.62 1130.62 1150.62 114
CS-MVS0.62 1050.62 1060.62 1090.62 1160.62 1160.62 1170.62 1170.62 1160.62 1150.62 1130.62 1150.62 1160.62 1130.62 1150.62 114
D2MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
DVP-MVScopyleft3981.10 3194731.32 3241730.42 3172191.51 3361949.98 33916473.90 355355.33 3017172.90 3491622.98 3367879.79 347434.33 3062428.11 3285762.12 338689.04 300813.18 306
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 3271363.85 3184894.28 325387.23 3032023.43 3193973.88 324620.04 295732.56 300
test_0728_SECOND1451.45 3081725.60 3171598.35 3219203.30 330315.86 2972023.43 3193973.88 324620.04 295732.56 300
test07261725.60 3171598.35 3219203.30 330315.86 2975016.02 3271363.85 3184894.28 325387.23 303
SR-MVS610.10 241610.10 243610.10 275610.10 272610.10 285610.10 226610.10 337610.10 237610.10 284610.10 233610.10 320610.10 278610.10 252610.10 293610.10 291
DPM-MVS3268.00 3093762.89 3121783.33 3191756.00 3221806.00 33512319.00 346307.00 2956319.00 3381557.00 3295763.00 331302.00 2942609.00 3325061.00 335482.00 290935.00 320
GST-MVS4000.00 3214533.33 3222400.00 3322400.00 3412400.00 3477200.00 3152400.00 3647200.00 3512400.00 3527200.00 3412400.00 3582400.00 3277200.00 3512400.00 3552400.00 354
test_yl10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
thisisatest053010000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Anonymous2024052910000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Anonymous20240521110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
DCV-MVSNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tttt051710000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
our_test_310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
thisisatest051510000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ppachtmachnet_test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
SMA-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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
GSMVS10000000.00 372
DPE-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Kehua Chen, Zhenlong Yuan, Tianlu Mao, Zhaoqi Wang: Dual-Level Precision Edges Guided Multi-View Stereo with Accurate Planarization. AAAI2025
test_part210000000.00 37810000000.00 38010000000.00 375
thres100view90010000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tfpnnormal10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
tfpn200view910000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
c3_l10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
CHOSEN 280x4202340.81 2952643.03 2981434.14 3042025.55 3331629.36 3246542.40 310412.49 3104219.70 3181547.02 3264328.52 317650.74 3271798.26 3133333.17 317727.72 306874.79 313
CANet110.62 192124.04 19470.34 19982.03 20874.27 211325.54 21125.25 210207.16 20769.28 209194.38 20427.53 20595.79 213147.76 20737.43 20240.97 212
Fast-Effi-MVS+-dtu0.44 1010.44 1020.44 1060.44 1130.44 1130.44 1130.44 1140.44 1130.44 1120.44 1100.44 1120.44 1130.44 1110.44 1110.44 111
Effi-MVS+-dtu0.59 1030.61 1050.53 1070.68 1210.53 1140.53 1140.68 1220.68 1210.53 1130.53 1110.68 1200.53 1140.68 1190.53 1120.53 112
CANet_DTU110.62 192124.04 19470.34 19982.03 20874.27 211325.54 21125.25 210207.16 20769.28 209194.38 20427.53 20595.79 213147.76 20737.43 20240.97 212
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 3411111219.60 34775.70 20274.28 20673.29 209284.50 20711.35 202238.58 21165.86 207255.35 21914.55 200115.69 22110000000.00 37431.94 20038.12 206
MP-MVS-pluss: MP-MVS-pluss. MP-MVS-pluss
MSP-MVS4296.20 3234911.12 3272451.45 3372725.60 3502598.35 35416203.30 354515.86 3307016.02 3452363.85 3486894.28 337887.23 3403023.43 3415973.88 3411620.04 3491732.56 345
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 37510000000.00 372
sam_mvs10000000.00 375
IterMVS-SCA-FT10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
TSAR-MVS + MP.3528.01 3124065.89 3191914.35 3222349.10 3392141.30 34412362.70 348417.60 3146717.80 3441759.40 3406497.50 334518.18 3132629.38 3355164.32 337806.40 317972.38 325
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 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
OPM-MVS3268.00 3093762.89 3121783.33 3191756.00 3221806.00 33512319.00 346307.00 2956319.00 3381557.00 3295763.00 331302.00 2942609.00 3325061.00 335482.00 290935.00 320
Ray L. Khuboni, Hongjun Xu: Octagram Propagation Matching for Multi-Scale View Stereopsis (OPM-MVS).
ACMMP_NAP118.81 195133.18 19775.70 20274.28 20673.29 209284.50 20711.35 202238.58 21165.86 207255.35 21914.55 200115.69 221222.18 22131.94 20038.12 206
ambc999.00 290999.00 299999.00 304999.00 246999.00 353999.00 299999.00 262999.00 345999.00 295999.00 275999.00 329999.00 326
MTGPAbinary10000000.00 381
SPE-MVS-test0.62 1050.62 1060.62 1090.62 1160.62 1160.62 1170.62 1170.62 1160.62 1150.62 1130.62 1150.62 1160.62 1130.62 1150.62 114
Effi-MVS+0.58 1020.56 1030.62 1090.53 1140.62 1160.53 1140.53 1150.53 1140.62 1150.62 1130.53 1130.62 1160.62 1130.53 1120.62 114
xiu_mvs_v2_base10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
xiu_mvs_v1_base10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
new-patchmatchnet766.12 251859.03 256487.38 266595.68 267536.14 2702346.27 280142.51 2801488.08 279422.43 2611361.32 279163.65 261628.60 2801003.74 282207.61 263297.41 272
pmmvs610000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
pmmvs510000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_post110000000.00 37210000000.00 37210000000.00 37510000000.00 37510000000.00 374
test_post10000000.00 37210000000.00 37510000000.00 375
Fast-Effi-MVS+0.41 1000.40 890.41 1050.41 1120.41 1120.41 1120.35 1010.41 1120.41 1110.41 1090.41 1110.41 1120.41 1100.41 1100.41 110
patchmatchnet-post10000000.00 37210000000.00 37510000000.00 375
Anonymous2023121110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
pmmvs-eth3d10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
GG-mvs-BLEND596.01 273611.29 274600.33 282790.30 233513.12 328552.71 277567.40 227662.54 332531.67 262503.93 238779.80 310656.02 294
xiu_mvs_v1_base_debi10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
Anonymous2023120610000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MTAPA833442.10 3421111233.77 34867.09 19865.59 20564.81 208284.50 20710000000.00 381219.97 21059.62 206229.89 21412.72 199103.00 219203.67 22027.93 19933.46 198
MTMP10000000.00 37210000000.00 381
gm-plane-assit611.29 274600.33 282579.21 231567.40 227531.67 262503.93 238
test9_res0.00 10.00 10.00 1
MVP-Stereo473.58 233533.67 235293.33 240376.00 250318.00 2481461.00 26696.00 252835.00 253290.00 249804.00 25197.00 237383.00 252688.00 263156.00 244179.00 247
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 240605.37 242562.67 270617.29 278500.33 268772.30 232413.12 313579.21 231552.71 277567.40 227662.54 332531.67 262503.93 238779.80 310656.02 294
SCA10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Patchmatch-test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_80.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
MS-PatchMatch473.58 233533.67 235293.33 240376.00 250318.00 2481461.00 26696.00 252835.00 253290.00 249804.00 25197.00 237383.00 252688.00 263156.00 244179.00 247
Patchmatch-RL test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
cdsmvs_eth3d_5k10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
pcd_1.5k_mvsjas10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
agg_prior20.00 10.00 10.00 1
agg_prior0.00 10.00 10.00 10.00 10.00 1
tmp_tt371.08 220412.78 221246.00 231231.00 228197.00 2311293.00 264376.00 305756.00 250609.00 28371.00 199106.00 242195.00 226102.00 205171.00 253346.00 279
canonicalmvs10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
anonymousdsp10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
alignmvs2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
nrg0302.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
v1441920.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
FIs10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
v19219200.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
UA-Net10000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
v11920.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
FC-MVSNet-test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
v11440.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
sosnet-low-res10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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
v1480.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
sosnet1000.00 2721000.00 2711000.00 2931000.00 3021000.00 3071000.00 2491000.00 3561000.00 2651000.00 3021000.00 2651000.00 3481000.00 2981000.00 2781000.00 3321000.00 329
uncertanet10000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
AllTest10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
TestCases10000000.00 36110000000.00 37810000000.00 38010000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
v7n0.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
balanced_ft_v110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
PS-MVSNAJss10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
PS-MVSNAJ10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
jajsoiax10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
mvs_tets10.28 17010.28 17210.28 17710.28 18510.28 18710.28 18510.28 19210.28 18610.28 18510.28 18110.28 18710.28 18510.28 18310.28 18610.28 185
EI-MVSNet-UG-set1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
EI-MVSNet-Vis-set1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
HPM-MVS++copyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_prior40.00 10.00 1
XVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
v12400.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
pm-mvs110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_prior20.00 10.00 10.00 10.00 10.00 10.00 10.00 1
X-MVStestdata10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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
v80.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
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 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
VDD-MVS2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
VDDNet2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
v100.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
VPNet2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
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
v2v4820.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
V420.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
SD-MVS2654.53 3013055.56 3061451.45 3081725.60 3171598.35 3219203.30 330315.86 2975016.02 3271363.85 3184894.28 325387.23 3032023.43 3193973.88 324620.04 295732.56 300
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-MVS0.40 880.40 890.40 930.40 1000.40 1000.40 1000.40 1020.40 1000.40 990.40 970.40 990.40 1000.40 980.40 980.40 98
MSLP-MVS++1242.93 2811411.08 284738.48 286712.71 290712.68 2914168.17 301136.50 2782276.40 302613.28 2862368.60 302161.61 2601130.38 3051964.54 305297.88 281372.39 282
APDe-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Zhaojie Zeng, Yuesong Wang, Tao Guan: Matching Ambiguity-Resilient Multi-View Stereo via Adaptive Patch Deformation. Pattern Recognition
APD-MVS_3200maxsize10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ADS-MVSNet2443.33 230482.84 230324.79 249434.94 262387.73 2601110.57 25487.69 247887.02 256282.92 246779.29 24698.57 239422.76 258502.40 236162.19 251163.87 243
EI-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
Regformer1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
CVMVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
pmmvs410000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
EU-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
VNet2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
test-LLR10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
TESTMET0.1,110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test-mter10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
VPA-MVSNet2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
ACMMPR1296.60 2831480.82 286743.96 287899.25 296763.47 2954305.47 302143.90 2812530.94 305683.99 2882346.34 301201.65 2811098.25 3031920.59 304295.21 280370.16 281
testgi10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test20.0310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
thres600view710000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ADS-MVSNet443.33 230482.84 230324.79 249434.94 262387.73 2601110.57 25487.69 247887.02 256282.92 246779.29 24698.57 239422.76 258502.40 236162.19 251163.87 243
MP-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Rongxuan Tan, Qing Wang, et al.: MP-MVS: Multi-Scale Windows PatchMatch and Planar Prior Multi-View Stereo.
testmvs10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
thres40010000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test12310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
thres20010000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test0.0.03 110000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
pmmvs310000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
EMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
E-PMN10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
PGM-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
LCM-MVSNet-Re0.89 1120.89 1130.89 1170.89 1240.89 1240.89 1240.89 1250.89 1240.89 1230.89 1210.89 1230.89 1240.89 1220.89 1220.89 122
LCM-MVSNet0.37 870.36 880.37 920.37 990.37 990.37 990.32 1000.37 990.37 980.37 960.37 980.37 990.37 970.37 970.37 97
MCST-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
mvs_anonymous774.90 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
MVS_Test10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MDA-MVSNet-bldmvs1.20 1131.20 1141.20 1191.20 1261.20 1271.20 1251.20 1281.20 1261.20 1251.20 1231.20 1251.20 1261.20 1241.20 1241.20 124
CDPH-MVS6.66 1696.66 1706.66 1756.66 1836.66 1836.66 1826.66 1896.66 1836.66 1816.66 1796.66 1836.66 1826.66 1806.66 1836.66 183
test120.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 10.00 1
casdiffmvspermissive774.90 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
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 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
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 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
baseline1774.90 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
YYNet11.20 1131.20 1141.20 1191.20 1261.20 1271.20 1251.20 1281.20 1261.20 1251.20 1231.20 1251.20 1261.20 1241.20 1241.20 124
PMMVS210000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MDA-MVSNet_test_wron1.20 1131.20 1141.20 1191.20 1261.20 1271.20 1251.20 1281.20 1261.20 1251.20 1231.20 1251.20 1261.20 1241.20 1241.20 124
tpmvs501.65 237567.42 239304.33 243395.39 257356.32 2571512.04 269216.53 292994.15 262350.16 258804.16 253119.38 247380.98 249555.14 249159.87 249175.69 246
PM-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
HQP_MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
plane_prior710000000.00 37810000000.00 380
plane_prior610000000.00 37810000000.00 38010000000.00 375
plane_prior510000000.00 38110000000.00 37510000000.00 37410000000.00 37410000000.00 372
plane_prior410000000.00 372
plane_prior310000000.00 38010000000.00 37510000000.00 375
plane_prior210000000.00 37210000000.00 375
plane_prior110000000.00 378
plane_prior1.00 1252.00 1632.00 1642.00 162
PS-CasMVS1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
UniMVSNet_NR-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
PEN-MVS1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
TransMVSNet (Re)1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
DTE-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
DU-MVS1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
UniMVSNet (Re)1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
CP-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
WR-MVS_H1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
WR-MVS1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
NR-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
Baseline_NR-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
TranMVSNet+NR-MVSNet1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
TSAR-MVS + GP.1386.84 2841622.84 288678.81 283952.13 298840.17 2995358.21 307170.75 2872650.47 306713.54 2922394.28 303209.42 285855.56 2881854.36 303302.42 282340.71 278
n214.20 205
nn1.42 133
mPP-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
door-mid1.42 133
XVG-OURS-SEG-HR999999.00 343999999.00 344999999.00 358999999.00 375999999.00 377999999.00 369999999.00 378999999.00 372999999.00 372999999.00 369999999.00 372999999.00 372999999.00 371999999.00 371999999.00 369
mvsmamba10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
MVSFormer1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
jason1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
jason: jason.
lupinMVS1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
test_djsdf1.42 1181.42 1191.42 1241.42 1311.42 1321.42 1301.42 1331.42 1311.42 1301.42 1281.42 1301.42 1311.42 1291.42 1291.42 129
HPM-MVS_fast10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
K. test v3877.74 265980.16 268570.46 2721316.85 311813.15 2972565.52 292103.78 2611509.49 287548.33 2761258.90 276219.93 287587.82 2771102.37 292196.30 260310.42 274
lessismore_v0569.20 271667.25 288644.68 28896.45 254428.86 2631514.17 290204.21 283756.58 2841061.60 284197.79 261306.34 273
SixPastTwentyTwo773.62 252869.37 258486.35 265603.45 269547.15 2792532.14 291106.92 2621434.95 278428.08 2621360.56 278165.15 262628.96 281984.09 274209.01 264282.94 269
OurMVSNet-221017-0999.00 270999.00 269999.00 290999.00 299999.00 304999.00 246999.00 353999.00 263999.00 299999.00 262999.00 345999.00 295999.00 275999.00 329999.00 326
HPM-MVScopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Chunlin Ren, Qingshan Xu, Shikun Zhang, Jiaqi Yang: Hierarchical Prior Mining for Non-local Multi-View Stereo. ICCV 2023
XVG-OURS999999.00 343999999.00 344999999.00 358999999.00 375999999.00 377999999.00 369999999.00 378999999.00 372999999.00 372999999.00 369999999.00 372999999.00 372999999.00 371999999.00 371999999.00 369
XVG-ACMP-BASELINE999999.00 343999999.00 344999999.00 358999999.00 375999999.00 377999999.00 369999999.00 378999999.00 372999999.00 372999999.00 369999999.00 372999999.00 372999999.00 371999999.00 371999999.00 369
casdiffmvs_mvgpermissive774.90 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
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 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
LGP-MVS_train10000000.00 36110000000.00 37810000000.00 38010000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
baseline774.90 253882.28 259452.77 255636.50 279537.20 2712348.80 281120.30 2671504.30 280474.40 2651371.10 280186.90 267564.70 2681078.90 285219.30 265256.40 259
test111.00 126
door99.00 258
EPNet_dtu10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
CHOSEN 1792x26882340.81 2952643.03 2981434.14 3042025.55 3331629.36 3246542.40 310412.49 3104219.70 3181547.02 3264328.52 317650.74 3271798.26 3133333.17 317727.72 306874.79 313
EPNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
Wanjuan Su, Wenbing Tao: Efficient Edge-Preserving Multi-View Stereo Network for Depth Estimation. AAAI 2023
HQP5-MVS10000000.00 380
HQP-NCC10000000.00 37810000000.00 37210000000.00 37510000000.00 375
ACMP_Plane10000000.00 37810000000.00 37210000000.00 37510000000.00 375
APD-MVScopyleft1000000000.00 4801000000000.00 4831000000000.00 4981000000000.00 5231000000000.00 5231000000000.00 5091000000000.00 5231000000000.00 5161000000000.00 5171000000000.00 5141000000000.00 5181000000000.00 5171000000000.00 5151000000000.00 5151000000000.00 513
Yuesong Wang, Zhaojie Zeng and etc.: Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo. CVPR2023
BP-MVS10000000.00 374
HQP4-MVS10000000.00 37510000000.00 37510000000.00 372
HQP3-MVS10000000.00 38110000000.00 374
HQP2-MVS10000000.00 375
CNVR-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
NCCC10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
114514_t99999.00 33999999.00 34299999.00 35699999.00 37399999.00 37599999.00 36799999.00 37699999.00 37099999.00 37099999.00 36799999.00 37099999.00 37099999.00 36999999.00 36999999.00 367
CP-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
DSMNet-mixed131.33 203143.00 20596.33 21499.00 21381.00 214201.00 20445.00 230335.00 22399.00 222251.00 21838.00 218110.00 220120.00 20699.00 22898.00 224
tpm23617.85 3134007.23 3152449.73 3332012.71 3291698.05 3297351.19 316869.29 3486132.06 3331588.28 3328007.42 3491281.09 3543888.11 3537472.04 3531351.00 3431763.02 349
NP-MVS10000000.00 37810000000.00 38010000000.00 372
EG-PatchMatch MVS437.03 229493.12 233268.77 237264.80 234260.20 2421491.80 26898.00 255723.20 247238.80 237722.40 24263.10 227382.00 250629.00 255207.00 262164.10 245
tpm cat13617.85 3134007.23 3152449.73 3332012.71 3291698.05 3297351.19 316869.29 3486132.06 3331588.28 3328007.42 3491281.09 3543888.11 3537472.04 3531351.00 3431763.02 349
SteuartSystems-ACMMP2891.50 3063284.78 3091711.67 3161954.00 3271655.00 32710117.00 343445.00 3155102.00 3301375.00 3225126.00 329351.00 3002638.00 3364402.00 331691.00 302842.00 310
Skip Steuart: Steuart Systems R&D Blog.
CostFormer3617.85 3134007.23 3152449.73 3332012.71 3291698.05 3297351.19 316869.29 3486132.06 3331588.28 3328007.42 3491281.09 3543888.11 3537472.04 3531351.00 3431763.02 349
CR-MVSNet612.36 242617.81 245596.01 273611.29 274600.33 282790.30 233513.12 328579.21 231552.71 277567.40 227662.54 332531.67 262503.93 238779.80 310656.02 294
JIA-IIPM804.30 261835.64 254710.26 284885.90 294895.90 302455.98 224668.73 3421297.17 2741002.26 3061001.67 269655.98 330756.98 285667.90 260885.21 322477.90 288
Patchmtry1090.75 2771198.88 279766.38 2881290.90 309485.90 2662423.98 2881267.30 3601297.17 274923.90 296923.40 2601215.54 353990.23 293667.90 260779.80 310823.02 308
PatchT856.34 264860.99 257842.38 2891290.90 309880.90 300790.30 2331267.30 360579.21 231923.90 296567.40 227662.54 332990.23 293887.56 270779.80 310656.02 294
tpmrst2557.50 2992847.12 3021688.66 3151784.08 3251778.25 3347445.50 320342.14 3004471.54 3221534.55 3254382.10 320530.10 3152361.21 3264142.81 327991.22 327926.51 318
BH-w/o40.00 18440.00 18640.00 19240.00 20040.00 20140.00 19740.00 22540.00 20040.00 20040.00 19440.00 21940.00 20040.00 19840.00 21240.00 208
tpm3617.85 3134007.23 3152449.73 3332012.71 3291698.05 3297351.19 316869.29 3486132.06 3331588.28 3328007.42 3491281.09 3543888.11 3537472.04 3531351.00 3431763.02 349
DELS-MVS514.57 238587.73 241295.12 242343.03 244328.09 2551540.48 270116.22 264988.59 261325.44 256906.22 259119.86 248365.72 248788.60 267161.09 250191.55 253
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 18440.00 18640.00 19240.00 20040.00 20140.00 19740.00 22540.00 20040.00 20040.00 19440.00 21940.00 20040.00 19840.00 21240.00 208
RPMNet787.26 260829.13 253661.63 279885.90 294895.90 302455.98 224610.10 3371297.17 2741002.26 3061001.67 269655.98 330611.10 279667.90 260885.21 322477.90 288
MVSTER890.06 2661005.91 275542.52 268736.13 291653.90 2892616.56 293145.22 2821692.10 291555.69 2801554.72 291266.25 289660.02 2831219.66 294266.84 277313.64 275
CPTT-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
GBi-Net44.67 18849.24 19030.96 19147.53 20447.57 205126.09 2038.00 19076.99 20426.09 19973.50 20011.27 19730.55 19961.12 20212.58 19714.75 196
PVSNet_Blended_VisFu136.90 204155.40 20681.40 211111.00 22196.20 215407.00 22125.90 213251.60 21385.10 219240.50 21537.00 21599.90 216199.80 21740.70 21648.10 215
PVSNet_BlendedMVS136.90 204155.40 20681.40 211111.00 22196.20 215407.00 22125.90 213251.60 21385.10 219240.50 21537.00 21599.90 216199.80 21740.70 21648.10 215
UnsupCasMVSNet_eth5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
UnsupCasMVSNet_bld5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
PVSNet_Blended136.90 204155.40 20681.40 211111.00 22196.20 215407.00 22125.90 213251.60 21385.10 219240.50 21537.00 21599.90 216199.80 21740.70 21648.10 215
FMVSNet5124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
test1124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
new_pmnet88.14 19098.62 19156.70 19698.14 21156.07 206246.79 20515.37 207148.06 20550.77 204143.13 20123.35 20362.65 20493.26 20368.71 22251.38 218
FMVSNet3124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
dp87.20 189113.80 1937.42 17610.50 1958.88 184298.82 2102.70 177510.35 2297.79 182172.93 2033.37 1729.16 18314.00 1943.71 1724.23 172
FMVSNet2124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
FMVSNet1124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
N_pmnet88.14 19098.62 19156.70 19698.14 21156.07 206246.79 20515.37 207148.06 20550.77 204143.13 20123.35 20362.65 20493.26 20368.71 22251.38 218
cascas2.00 1512.00 1522.00 1572.00 1652.00 1652.00 1632.00 1682.00 1642.00 1632.00 1612.00 1632.00 1642.00 1622.00 1622.00 162
BH-RMVSNet40.00 18440.00 18640.00 19240.00 20040.00 20140.00 19740.00 22540.00 20040.00 20040.00 19440.00 21940.00 20040.00 19840.00 21240.00 208
UGNet110.62 192124.04 19470.34 19982.03 20874.27 211325.54 21125.25 210207.16 20769.28 209194.38 20427.53 20595.79 213147.76 20737.43 20240.97 212
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 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
XXY-MVS15.00 18115.00 18315.00 19015.00 19715.00 20015.00 19615.00 20615.00 19715.00 19815.00 19215.00 20215.00 19715.00 19515.00 19815.00 197
EC-MVSNet0.62 1050.62 1060.62 1090.62 1160.62 1160.62 1170.62 1170.62 1160.62 1150.62 1130.62 1150.62 1160.62 1130.62 1150.62 114
sss5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
Test_1112_low_res5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
1112_ss5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
ab-mvs-re5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
ab-mvs5.90 1605.90 1615.90 1665.90 1745.90 1745.90 1735.90 1805.90 1745.90 1725.90 1705.90 1745.90 1735.90 1715.90 1745.90 174
TR-MVS40.00 18440.00 18640.00 19240.00 20040.00 20140.00 19740.00 22540.00 20040.00 20040.00 19440.00 21940.00 20040.00 19840.00 21240.00 208
MDTV_nov1_ep13_2view9.99 1859.99 1839.99 1849.99 1839.99 1859.99 1819.99 184
MDTV_nov1_ep139.99 1719.99 1849.99 1859.99 1839.99 1919.99 1849.99 1839.99 1809.99 1859.99 1849.99 1819.99 185
MIMVSNet1124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
MIMVSNet124.76 196140.93 19876.26 204107.44 214100.17 218329.88 21427.12 216259.44 21674.30 212204.34 20730.74 20892.41 206196.98 21038.15 20536.19 199
IterMVS-LS758.94 250856.56 255466.10 263606.60 270546.80 2782309.90 279122.20 2741402.80 277463.50 2641348.20 277192.60 277574.60 2761028.60 283234.60 274276.90 268
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
CDS-MVSNet0.88 1100.88 1110.88 1150.88 1220.88 1220.88 1220.88 1230.88 1220.88 1210.88 1190.88 1210.88 1220.88 1200.88 1200.88 120
Khang Truong Giang, Soohwan Song, Sungho Jo: Curvature-guided dynamic scale networks for Multi-view Stereo. ICLR 2022
ACMMP++_ref10000000.00 374
IterMVS615.05 243691.66 246385.23 253516.40 265454.80 2651863.80 274102.10 2601142.20 271364.10 2591093.20 273135.00 251480.40 261826.90 268181.20 256220.50 257
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Marc Pollefeys: IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo.
DP-MVS Recon516.25 239581.17 240321.48 248361.02 246429.00 2641995.36 27678.48 242796.20 252283.32 248796.02 25096.78 236382.98 251636.72 257186.66 259152.46 240
MVS_111021_LR1136.45 2791298.72 282649.64 277756.17 292726.26 2933785.94 297138.15 2792190.64 301629.63 2872064.39 298165.45 263874.83 2891678.43 301279.70 279347.82 280
DP-MVS264.78 211296.02 213171.04 220191.70 227183.96 229827.10 23778.36 241438.24 227176.64 228435.12 22465.04 228230.52 230334.02 226117.96 23698.64 225
ACMMP++10000000.00 374
HQP-MVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 3053170.00 3081999.67 3261673.00 3152042.00 3438593.00 327474.00 3196452.00 3401268.00 3165125.00 328339.00 2983004.00 3404222.00 330384.00 287953.00 322
Jingyang Zhang, Yao Yao, Shiwei Li, Zixin Luo, Tian Fang: Visibility-aware Multiview Stereo Network. BMVC 2020
MVS-HIRNet2125.39 2912452.68 2941143.53 2992938.33 3541446.92 3166083.19 308391.74 3073801.71 3141202.10 3123439.72 309492.73 3111304.35 3073048.25 315676.32 298679.32 299
IS-MVSNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
HyFIR lowres test2340.81 2952643.03 2981434.14 3042025.55 3331629.36 3246542.40 310412.49 3104219.70 3181547.02 3264328.52 317650.74 3271798.26 3133333.17 317727.72 306874.79 313
EPMVS999.00 270999.00 269999.00 290999.00 299999.00 304999.00 246999.00 353999.00 263999.00 299999.00 262999.00 345999.00 295999.00 275999.00 329999.00 326
PAPM_NR10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
TAMVS0.88 1100.88 1110.88 1150.88 1220.88 1220.88 1220.88 1230.88 1220.88 1210.88 1190.88 1210.88 1220.88 1200.88 1200.88 120
PAPR10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
RPSCF394.81 223445.63 225242.35 229276.55 237253.63 2391207.27 26190.69 250715.56 244241.57 238684.87 239111.96 243320.02 240548.38 247133.81 238153.39 241
Vis-MVSNet (Re-imp)10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
test_04021110.00 2781260.00 281660.00 278900.00 297780.00 2963300.00 295210.00 2912040.00 299690.00 2891950.00 296300.00 293810.00 2861620.00 299330.00 285390.00 285
MVS_111021_HR3742.80 3174330.34 3201980.20 3242484.31 3422259.52 34614973.80 353515.90 3346500.13 3411949.21 3436146.89 333535.66 3162593.66 3314880.76 334986.37 3261087.43 334
CSCG826.03 262963.29 267414.24 254421.52 260426.11 2632230.35 277179.52 2881827.44 293733.43 294933.12 261281.25 290545.23 2661800.35 302262.64 276271.38 267
PatchMatch-RL10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
API-MVS4380.83 3244906.56 3262803.67 3403844.00 3583116.00 35913454.00 349901.00 3526511.00 3422794.00 3547365.00 342754.00 3363634.00 3516622.00 3501914.00 3541661.00 344
Test By Simon990.00 344
TDRefinement10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
USDC1000.00 2721000.00 2711000.00 2931000.00 3021000.00 3071000.00 2491000.00 3561000.00 2651000.00 3021000.00 2651000.00 3481000.00 2981000.00 2781000.00 3321000.00 329
EPP-MVSNet10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
PMMVS10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
PAPM10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
ACMMPcopyleft10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
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 33611772.44 3397637.33 3459120.00 3638206.00 36422252.00 3612010.00 36324984.00 3677458.00 36022596.00 3642940.00 35910260.00 36611100.00 3653492.00 3584446.00 356
PatchmatchNetpermissive492.52 236551.22 237316.40 247400.20 258357.90 2581277.10 263115.80 2631034.60 269315.90 253874.00 257155.10 258402.20 255629.50 256158.80 248189.10 251
Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys: PatchmatchNet: Learned Multi-View Patchmatch Stereo.
PHI-MVS99999.00 33999999.00 34299999.00 35699999.00 37399999.00 37599999.00 36799999.00 37699999.00 37099999.00 37099999.00 36799999.00 37099999.00 37099999.00 36999999.00 36999999.00 367
F-COLMAP1878.17 2882113.11 2911173.33 3011231.00 3071174.00 3126297.00 309392.00 3083356.00 3111087.00 3083082.00 307361.00 3011670.00 3102523.00 310689.00 299676.00 298
ANet_high10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
wuyk23d10000000.00 34810000000.00 35110000000.00 36110000000.00 37810000000.00 38010000000.00 37210000000.00 38110000000.00 37510000000.00 37510000000.00 37210000000.00 37510000000.00 37510000000.00 37410000000.00 37410000000.00 372
OMC-MVS5022.26 3255748.82 3282842.58 3414905.27 3603101.27 35814933.60 352812.24 3469278.40 3562959.29 3558800.17 3531092.24 3523806.30 3527568.54 3571389.60 3471620.18 343
MG-MVS1256.50 2821432.00 285730.00 285610.00 271760.00 2944720.00 304169.00 2861920.00 296723.00 2932510.00 305201.00 2801050.00 3021645.00 300390.00 288380.00 283
AdaColmapbinary2570.77 3002948.61 3031437.24 3071873.64 3261526.60 3187819.77 321373.97 3044970.45 3251479.29 3234648.46 322525.80 3141904.97 3174150.42 328695.69 305880.14 316
uanet10000.00 32910000.00 33210000.00 34710000.00 36510000.00 36710000.00 33610000.00 37010000.00 35810000.00 36210000.00 35510000.00 36310000.00 36010000.00 35910000.00 36110000.00 359
ITE_SJBPF2014.00 3271998.00 3281992.00 341701.00 3435989.00 3321812.00 3423612.00 313650.00 3262852.00 3394601.00 3331195.00 3421198.00 339
DeepMVS_CXcopyleft1.00 1181.00 1251.00 1251.00 1261.00 1251.00 1241.00 1221.00 1241.00 1251.00 1231.00 1231.00 123
TinyColmap1000.00 2721000.00 2711000.00 2931000.00 3021000.00 3071000.00 2491000.00 3561000.00 2651000.00 3021000.00 2651000.00 3481000.00 2981000.00 2781000.00 3321000.00 329
MAR-MVS3973.16 3184387.92 3212728.86 3393345.27 3573341.39 36111403.90 345798.76 3456555.62 3432569.29 3536514.86 335834.97 3393237.43 3505891.08 3401577.54 3481607.76 341
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 3033049.67 3051649.00 3141755.00 3211689.00 3288330.00 325464.00 3184997.00 3261528.00 3244763.00 324568.00 3182296.00 3254215.00 329827.00 318962.00 323
MSDG32606.17 33834443.44 34127094.33 35529249.00 37225246.00 37451144.00 3666705.00 36842886.00 36922888.00 36948534.00 36613263.00 36937507.00 36979298.00 36816024.00 36818530.00 365
LS3D7684.71 3278776.23 3304410.16 3445298.55 3615631.53 36334329.90 3641504.57 36211554.00 3653896.41 35715111.00 362812.19 3375985.63 3583516.20 3212963.23 3561613.31 342
CLD-MVS7338.25 3268341.00 3294330.00 3434902.00 3594991.00 36223318.00 362728.00 34414437.00 3664378.00 35813379.00 361824.00 3385708.00 35711429.00 3661674.00 3532291.00 353
Zhaoxin Li, Wangmeng Zuo, Zhaoqi Wang, Lei Zhang: Confidence-based Large-scale Dense Multi-view Stereo. IEEE Transaction on Image Processing, 2020
FPMVS1407.00 2851495.59 2871141.23 298648.01 287893.85 3014124.00 300503.81 3273219.04 309742.72 2952498.84 304157.98 2591727.83 311832.93 269732.98 309802.00 303
Gipumacopyleft689.75 249767.00 249458.00 262613.00 277549.00 2801943.00 275187.00 2891230.00 273518.00 2741092.00 272203.00 282564.00 267892.00 271225.00 272261.00 266
S. Galliani, K. Lasinger, K. Schindler: Massively Parallel Multiview Stereopsis by Surface Normal Diffusion. ICCV 2015