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Papers Benchmarks Datasets Tasks

Dynamic Scene Reconstruction research benchmarks – Page 2 · SOTA2 Research

Dynamic Scene Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Long 360 cameras 0, 10, 20, 30 (test)

24.54PSNR

9

Apr 16, 2026

31.01PSNR

9

Mar 24, 2026

Soccer Multi-Player (S-MP) (Synthetic)

Time-Archival Camera Virtualization

31.85PSNR

9

Feb 26, 2026

Soccer Penalty-Kick (S-PK) Synthetic

Time-Archival Camera Virtualization

33.81PSNR

9

Feb 26, 2026

Dance-Walking-Standing (DWS) (Synthetic)

Time-Archival Camera Virtualization

34.28PSNR

9

Feb 26, 2026

39.87Hook PSNR

9

Feb 26, 2026

HyperNeRF vrig (test)

26.2PSNR

8

Mar 13, 2026

DAVIS Key Frames

42.33PSNR

8

Mar 4, 2026

Neural 3D Video Dataset

33.06PSNR

8

Feb 26, 2026

19.5mPSNR

7

May 25, 2026

30.78PSNR

7

Apr 16, 2026

Neural3DVideo 1352 × 1014 (test)

0.14Runtime (s)

7

Apr 10, 2026

Nerfies-HyperNeRF (full)

25.97PSNR

7

Apr 3, 2026

OmniSim #seq002 (test)

215.93FPS

7

Mar 18, 2026

Neural 3D Video (test)

31.89PSNR

7

Mar 13, 2026

N3DV Flame Salmon (long video sequence)

DLGStream (3DGS)

29.08PSNR

6

Jun 30, 2026

Real-world dataset

15.82PFR Score

6

Jun 4, 2026

33.51PSNR

6

May 6, 2026

Neural 3D Video

21.91PSNR

6

Mar 30, 2026

D-NeRF Synthetic Jumping Jacks 800x800 resolution (test)

Deformable 3D Gaussians

37.72PSNR

6

Feb 26, 2026

D-NeRF Synthetic Lego 800x800 resolution (val)

Deformable 3D Gaussians

33.07PSNR

6

Feb 26, 2026

D-NeRF Synthetic Bouncing Balls 800x800 resolution (test)

Deformable 3D Gaussians

41.01PSNR

6

Feb 26, 2026

Dynamic Scene Reconstruction (200 frames)

38.86PSNR

6

Feb 26, 2026

Dynamic Scene Reconstruction (50 frames)

38.75PSNR

6

Feb 26, 2026

2.5-D DyNeRF (test)

24.51PSNR (Full)

5

Apr 21, 2026

Page 2 of 4

Popular datasets

D-NeRF NeRF-DS N3DV Neural 3D Video DAVIS

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