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Papers Benchmarks Datasets Tasks

Lighting Estimation research benchmarks · SOTA2 Research

Lighting Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OpenRooms synthetic (test)

IRISformer (single)

12.04Lighting Recon Error (L)

7

Feb 26, 2026

EnvMapNet (full)

DiffusionLightTurbo

37.74AED

6

Jul 7, 2026

Editable Indoor (full)

0.1MSE

6

Jul 7, 2026

Laval Indoor SV

0.3RMSE (Mirror)

4

Feb 26, 2026

0.25RMSE (Mirror)

4

Feb 26, 2026

Blender-based Dynamic Scenes Combination (test)

0.29RMSE (Mirr)

3

Feb 26, 2026

Blender-based Dynamic Scenes Dynamic lighting (test)

0.28RMSE (Mirr)

3

Feb 26, 2026

Blender-based Dynamic Scenes Dynamic camera (test)

0.3RMSE (Mirr)

3

Feb 26, 2026

Blender-based Dynamic Scenes Dynamic object (test)

0.28RMSE (Mirr)

3

Feb 26, 2026

EnvMapNet 10 videos

40.07AED

2

Jul 7, 2026

Editable Indoor 10 videos

0.09MSE

2

Jul 7, 2026

Popular datasets

Blender-based Dynamic Scenes Editable Indoor EnvMapNet Laval Indoor OpenRooms

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