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Albedo Estimation research benchmarks – Page 2 · SOTA2 Research

Albedo Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic4Relight

Diffusion-Based Material Regularization

27.04PSNR

4

Jul 1, 2026

Synthetic Vase Dataset 1.0 (test)

0.71Albedo MSE (scale-invariant)

4

Feb 26, 2026

Synthetic4Relight 8 views (test)

22.97PSNR

3

Feb 26, 2026

TensorIR 8 views (test)

28.969PSNR

3

Feb 26, 2026

Synthetic Indoor Dataset (test)

17.73PSNR

3

Feb 26, 2026

0.006MSE

3

Feb 26, 2026

0.005MSE

3

Feb 26, 2026

MIT Intrinsic Barron and Malik (test)

0.004LMSE

1

Feb 26, 2026

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