Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Intrinsic Image Decomposition research benchmarks · SOTA2 Research

Intrinsic Image Decomposition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IID-LI E=661, D=661, L=661 (randomly sampled)

0.353WHDR

14

Feb 26, 2026

Author's Dataset 110 samples (test)

0.181WHDR

14

Feb 26, 2026

Color Chart Sunlight Illumination

1.19Albedo si-MSE

9

Apr 1, 2026

Color Chart Incandescent Illumination

1.06Albedo si-MSE

9

Apr 1, 2026

JoLHT-Video Color Charts

2Albedo si-MSE

9

Apr 1, 2026

JoLHT-Video Painted Mask

8.4Albedo si-MSE

9

Apr 1, 2026

11.9WHDR

9

Feb 26, 2026

Color Chart White LED Illumination

0.37Albedo si-MSE

8

Apr 1, 2026

Bedroom images Out-of-domain

0.003Albedo MSE

8

Feb 26, 2026

Bedroom images In-domain

0.002Albedo MSE

8

Feb 26, 2026

0.003MSE (Albedo)

6

Feb 26, 2026

ARAP Real-World

Concept Distillation

78.46CSM R

4

Feb 27, 2026

Concept Distillation

6.04CSM R

4

Feb 27, 2026

Concept Distillation

0.052MSE (R)

4

Feb 27, 2026

ShapeNet synthetic (test)

0MSE (Albedo)

4

Feb 26, 2026

ARAP Real-World (test)

—

—CSM R

0

Feb 26, 2026

ARAP Synthetic (test)

—

—CSM R

0

Feb 26, 2026

—

—MSE (R)

0

Feb 26, 2026

Popular datasets

ARAP Color Chart Bedroom Images JoLHT-Video ShapeNet

Follow for updates

Join SOTA2 Contact