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LightProp dataset and benchmarks · SOTA2 Research

Research Datasets

LightProp

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Surface Normal Estimation

LightProp 80k objects (test)

6.413MAE (Degrees)

6

Single-image Relighting

LightProp (held-out subset)

30.12PSNR

6

PBR Material Estimation

LightProp (held-out subset)

26.62Albedo PSNR

4

Popular tasks

Surface Normal Estimation PBR Material Estimation Single-image Relighting

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