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4D Reconstruction research benchmarks – Page 2 · SOTA2 Research

4D Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DNA-Rendering 2023b

26.76PSNR

4

Jun 17, 2026

33.48PSNR

4

Jun 17, 2026

23.46PSNR

4

Apr 30, 2026

NAVSIM (navtest)

1.878Accuracy

3

Feb 26, 2026

DeformingThing4D-Animals Unseen Individuals, Seen Motions S2 18 (test)

58.21IoU

3

Feb 26, 2026

DeformingThing4D-Animals S1 Seen Individuals, Unseen Motions 18 (test)

78.92IoU

3

Feb 26, 2026

73.3IoU

3

Feb 26, 2026

0.004Mean Chamfer Distance (Mean CD)

2

Jun 11, 2026

Neural 3D Video dataset (test)

30.54PSNR

2

Feb 26, 2026

D-NeRF synthetic (test)

31.79PSNR

2

Feb 26, 2026

Page 2 of 2

Popular datasets

EndoMapper Kubric D-NeRF D-FAUST DeformingThing4D

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