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Papers Benchmarks Datasets Tasks

Multi-view Stereo research benchmarks · SOTA2 Research

Multi-view Stereo

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tanks and Temples Intermediate set

67.03Mean F1 Score

110

Feb 26, 2026

Tanks and Temples Advanced

43.07Mean F-score

71

Feb 26, 2026

42.7Accuracy

61

Feb 26, 2026

Tanks & Temples Intermediate

65.95F-score

56

Apr 20, 2026

DTU 1 (evaluation)

0.283Accuracy Error (mm)

51

Feb 26, 2026

Tanks & Temples Advanced

41.65F-score

49

Apr 20, 2026

Tanks & Temples

82.87Family

46

Feb 26, 2026

Tanks and Temples (Advanced set)

15.96Aud. Error

28

Feb 26, 2026

BlendedMVS (val)

0.48EPE

13

Feb 26, 2026

ETH3D High-resolution (all) (test)

99.18Accuracy

12

Feb 26, 2026

ETH3D High-resolution outdoor (test)

98.85Accuracy

12

Feb 26, 2026

ETH3D High-resolution (indoor) (test)

99.34Accuracy

12

Feb 26, 2026

ETH3D high-resolution (test)

91.97Accuracy

10

Feb 26, 2026

ETH3D high-resolution (train)

91.85Accuracy

10

Feb 26, 2026

82.99F1-Score

6

Feb 26, 2026

ETH3D high-resolution multi-view (all)

91.97Accuracy

5

Feb 26, 2026

ETH3D high-resolution multi-view outdoor

92.04Accuracy

5

Feb 26, 2026

ETH3D high-resolution multi-view indoor

91.95Accuracy

5

Feb 26, 2026

1.84AbsRel

4

May 13, 2026

0.118MAE (m)

4

Feb 26, 2026

Differentiable Diffusion

0.69MSE

4

Feb 26, 2026

Living Room-MVS

Differentiable Diffusion

0.17MSE

4

Feb 26, 2026

99.7Accuracy

3

Jun 23, 2026

Intel RealSense D455 (test)

0.079RMSE

3

May 13, 2026

95.17Accuracy (<3 units)

3

Apr 7, 2026

Popular datasets

ETH3D Tanks&Temples BlendedMVS DTU WHU-MVS

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