Dataset C
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| PDE Solving | Dataset C Out-of-distribution 1.0 (test) | Relative L2 Error2.63 | 13 | |
| PDE Solving | Dataset C In-distribution 1.0 (test) | Relative L2 Error0.03 | 13 | |
| Ancient inscription restoration | Dataset C | SSIM0.9203 | 9 | |
| Ancient Inscription Restoration | Dataset C | LPIPS (VGG)0.0974 | 9 | |
| Text Recovery | Dataset C (test) | Text Recovery Score0.77 | 9 | |
| Ancient Inscription Texture Restoration | Dataset C | PSNR36.6121 | 9 | |
| Ancient Inscription Restoration | Dataset C | Log-scaled Levenshtein Similarity41.04 | 9 | |
| Ancient Inscription Restoration | Dataset C | Levenshtein Distance26.6667 | 9 | |
| Ancient Inscription Restoration | Dataset C | LPIPS0.0839 | 9 | |
| Clause-level privacy policy analysis | Dataset C | F1 Score73 | 4 | |
| Reconstruction | Dataset C (held-out) | Mean Reconstruction Score0.193 | 2 | |
| Autonomous rollout classification | Dataset C Lissajous | Mean Train Acc99.98 | 1 |
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