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Papers Benchmarks Datasets Tasks

Albedo Estimation research benchmarks · SOTA2 Research

Albedo Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.11Intensity (×100)

26

May 4, 2026

0.02LMSE

19

Feb 26, 2026

29.72PSNR

14

Feb 26, 2026

IIW v1.1 (test)

12.8WHDR 10%

11

Feb 26, 2026

0.021LMSE

11

Feb 26, 2026

InteriorVerse (test)

20.7PSNR

10

Feb 26, 2026

Synthetic Dataset (val)

23.2PSNR

10

Feb 26, 2026

Synthetic Dataset (test)

TensoIR (rotated multi-light)

29.672PSNR

10

Feb 26, 2026

Novel Synthetic Benchmark Golden Bay ↓ Dam Wall

27.929PSNR

9

Apr 14, 2026

Novel Synthetic Benchmark Chapel Day ↓ Golden Bay

30.838PSNR

9

Apr 14, 2026

Novel Synthetic Benchmark Dam Wall ↓ Harbour Sunset

27.268PSNR

9

Apr 14, 2026

28.07PSNR

8

May 26, 2026

SynRotLight Counter (test)

27.098PSNR

7

Feb 26, 2026

SynRotLight Toy (test)

34.073PSNR

7

Feb 26, 2026

SynRotLight Table (test)

28.621PSNR

7

Feb 26, 2026

SynRotLight Hotdog (test)

29.227PSNR

7

Feb 26, 2026

InteriorVerse 91

DiffusionRenderer

22.4PSNR

7

Feb 26, 2026

Synthetic Scenes hotdog, ficus, lego, and drums (novel views)

NeRFactor (using microfacet)

29.161PSNR

7

Feb 26, 2026

25.65PSNR

6

Mar 31, 2026

Synthetic dataset

21.255PSNR

6

Feb 26, 2026

Synthetic Scenes (test)

24.161PSNR

6

Feb 26, 2026

Hypersim (test)

0.237RMSE

5

Apr 21, 2026

0.202RMSE

5

Apr 21, 2026

TensoIR Synthetic

30.286PSNR

5

Feb 26, 2026

0.075SIE

5

Feb 26, 2026

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