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Papers Benchmarks Datasets Tasks

3D Reconstruction research benchmarks – Page 5 · SOTA2 Research

3D Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4Accuracy (Mean)

9

May 19, 2026

DL3DV Zero-shot 32 views, 256 x 448

30.21PSNR

9

May 18, 2026

Mip-NeRF 360 3-view (test)

16.13PSNR

9

Apr 15, 2026

0.4CD

9

Apr 10, 2026

MatrixCity Aerial

28.88PSNR

9

Apr 13, 2026

7-Scenes length 1000

34Accuracy (Mean)

9

May 27, 2026

Tanks and Temples (TnT)

65F1 Score (Barn)

9

Mar 9, 2026

MipNeRF360 (train)

WorldStereo-Full

40.6F1-Score

9

Mar 4, 2026

Tanks-and-Temples (train)

WorldStereo-Full

57.8F1-Score

9

Mar 4, 2026

19.6PSNR

9

Feb 26, 2026

18.74PSNR

9

Feb 26, 2026

16.87PSNR

9

Feb 26, 2026

11.6Avg Acc

9

Feb 26, 2026

Replica 57 (test)

86F-score (Average)

9

Feb 26, 2026

Objaverse (test)

Generative Densification (w/ residual)

28.75PSNR

9

Feb 26, 2026

AnimeRecon 1.0 (test)

94.66Front CLIP Score

9

Feb 26, 2026

US3D original ground-truth resolution (All)

1.751MAE

8

Jul 2, 2026

US3D original ground-truth resolution (test)

1.517MAE

8

Jul 2, 2026

US3D original ground-truth resolution (val)

2.547MAE

8

Jul 2, 2026

75.6Accuracy

8

Jun 16, 2026

2.44AbsRel

8

Jun 15, 2026

Abdomen Overall

Iterative Refinement Architecture

31.01PSNR

8

Jun 5, 2026

Abdomen In FOV 203

Iterative Refinement Architecture

41.59PSNR

8

Jun 5, 2026

Iterative Refinement Architecture

31.26PSNR

8

Jun 5, 2026

Pelvis In FOV 150

Iterative Refinement Architecture

45.67PSNR

8

Jun 5, 2026

Page 5 of 21

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