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Relighting research benchmarks · SOTA2 Research

Relighting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sunset Environment

33.84PSNR (dB)

36

May 1, 2026

Forest Environment

34.55PSNR

36

May 1, 2026

Fireplace Environment

33.57PSNR (dB)

36

May 1, 2026

27.684PSNR

23

Apr 16, 2026

Synthetic Scenes (test)

Neural-PBIR (Full)

35.3PSNR

16

Feb 26, 2026

RelightObj (Seen Relights)

33.18PSNR (bridge)

13

Feb 26, 2026

RelightObj (Unseen Relights)

27.62PSNR (night)

13

Feb 26, 2026

Synthetic Dataset

32.87PSNR

12

May 26, 2026

Polyhaven + Blender Shiny

21.21PSNR

11

Mar 23, 2026

TensoSDF synthetic dataset (full)

28.385PSNR

11

Feb 26, 2026

SyntheticHuman++ poses (train)

22.69PSNR

10

Feb 26, 2026

99.73Ours Win Rate

9

Jun 11, 2026

Glossy Synthetic

0.047LPIPS

9

Mar 31, 2026

0.048LPIPS

9

Mar 31, 2026

0.048LPIPS

9

Mar 31, 2026

0.069LPIPS

9

Mar 31, 2026

Glossy Blender dataset (All Scenes Average)

26.63PSNR

8

Jun 4, 2026

32.09PSNR

8

Mar 4, 2026

lights (held-out)

Relightable Gaussian Codec Avatars

34.042PSNR

8

Feb 26, 2026

Stanford-ORB (test)

Diffusion-Based Material Regularization

27.22PSNR-H

7

Jul 1, 2026

Novel Environment Lighting Dataset (test)

Relightable Neural Gaussians

37.062PSNR

7

Feb 26, 2026

Neural-PBIR - Full

30.73PSNR

7

Feb 26, 2026

Relighting Efficiency Evaluation

7Precomputation Time

6

May 1, 2026

Latent-Intrinsics

21.35PSNR

6

Feb 26, 2026

Aria Digital Twin (ADT) 23 (test)

34.69PSNR

6

Feb 26, 2026

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