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Papers Benchmarks Datasets Tasks

Neural Rendering research benchmarks · SOTA2 Research

Neural Rendering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Water-Caustic 2

28.72PSNR

5

Feb 26, 2026

27.12PSNR

5

Feb 26, 2026

NHR averaged over all scenes

dynamic MLP maps

32.2PSNR

5

Feb 26, 2026

Synthetic Video S.Lighting - D.Camera

25.59PSNR

4

May 8, 2026

Synthetic dataset Image

24.31PSNR

3

May 8, 2026

8.3Disk Storage (MB)

3

Feb 26, 2026

Buddha3 point illumination (test)

Neural Relightable Participating Media Rendering

33.77PSNR

3

Feb 26, 2026

Bunny4-VaryG point illumination (test)

Neural Relightable Participating Media Rendering

33.86PSNR

3

Feb 26, 2026

Bunny4-VaryA point illumination (test)

Neural Relightable Participating Media Rendering

34.75PSNR

3

Feb 26, 2026

Cow point illumination (test)

Neural Relightable Participating Media Rendering

34.2PSNR

3

Feb 26, 2026

Synthetic dataset

2Training Time

2

May 21, 2026

Synthetic Video D.Lighting - S.Camera

25.13PSNR

2

May 8, 2026

SyntheticObjects

DIFFUSIONRENDERER

57Preference vs SSRT

2

Feb 26, 2026

SyntheticScenes

DIFFUSIONRENDERER

72Human Preference % (vs SSRT)

2

Feb 26, 2026

Popular datasets

Synthetic dataset Water-Caustic Synthetic Video CoW Bunny

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