ArtBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Contributor Attribution | ArtBench Post-Impressionism | Aesthetic Score52.29 | 36 | |
| Contributor Attribution | ArtBench Post-Impressionism (test) | Aesthetic Score33.07 | 18 | |
| Contributor Attribution | ArtBench Post-Impressionism | Relative Aesthetic Change (%)3.62 | 16 | |
| Data Attribution | ArtBench-2 (test) | LDS31.58 | 10 | |
| Training Data Attribution | ArtBench10 (train) | Amortized Time (min)0.1 | 9 | |
| Training Data Attribution | ArtBench10 | SSIM-3 | 8 | |
| Image Generation | ArtBench | FID18.23 | 8 | |
| Class-conditioned generation | ArtBench-10 | FID13.85 | 7 | |
| Style Transfer | ArtBench10 | VGG Loss: Style0 | 5 |
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