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ArtBench dataset and benchmarks · SOTA2 Research

Research Datasets

ArtBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Contributor Attribution

ArtBench Post-Impressionism

52.29Aesthetic Score

36

Contributor Attribution

ArtBench Post-Impressionism (test)

33.07Aesthetic Score

18

Contributor Attribution

ArtBench Post-Impressionism

3.62Relative Aesthetic Change (%)

16

Data Attribution

ArtBench-2 (test)

31.58LDS

10

Training Data Attribution

ArtBench10 (train)

0.1Amortized Time (min)

9

Training Data Attribution

ArtBench10

-3SSIM

8

Image Generation

ArtBench

18.23FID

8

Class-conditioned generation

ArtBench-10

13.85FID

7

ArtBench10

0VGG Loss: Style

5

Popular tasks

Contributor Attribution Training Data Attribution Image Generation Style Transfer Class-conditioned generation

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