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Papers Benchmarks Datasets Tasks

LL-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

LL-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Flare Removal Quality Assessment

LL-Bench (test)

0.806SRCC

36

Low-level vision quality assessment (Overall)

LL-Bench (test)

0.66SRCC (Avg)

18

Underwater Enhancement Quality Assessment

LL-Bench (test)

0.732SRCC

18

Super Resolution Quality Assessment

LL-Bench (test)

0.735SRCC

18

Shadow Removal Quality Assessment

LL-Bench (test)

0.796SRCC

18

Raindrop Removal Quality Assessment

LL-Bench (test)

0.762SRCC

18

Motion Deblurring Quality Assessment

LL-Bench (test)

0.789SRCC

18

Low-Light Enhancement Quality Assessment

LL-Bench (test)

0.836SRCC

18

HDR Enhancement Quality Assessment

LL-Bench (test)

0.901SRCC

18

Desnowing Quality Assessment

LL-Bench (test)

0.791SRCC

18

Deraining Quality Assessment

LL-Bench (test)

0.731SRCC

18

Denoising Quality Assessment

LL-Bench (test)

0.712SRCC

18

Dehazing Quality Assessment

LL-Bench (test)

0.74SRCC

18

Defocus Deblurring Quality Assessment

LL-Bench (test)

0.858SRCC

18

Compression Artifacts Removal Quality Assessment

LL-Bench (test)

0.828SRCC

18

Old Photo Restoration Quality Assessment

LL-Bench (test)

0.81SRCC

14

Hallucination Prediction

LL-Bench

61.22Flare

7

Popular tasks

Hallucination Prediction Compression Artifacts Removal Quality Assessment Defocus Deblurring Quality Assessment Dehazing Quality Assessment Denoising Quality Assessment

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