| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AfroScope-Data confusable (test) | Mirror-Serengeti | Macro F198 | 36 | 4d ago | |
| FathomNet Weighted Overall 2025 (Weighted Public Private) | MATANet | Weighted Hierarchical Distance (WgtAvg)1.54 | 15 | 4d ago | |
| FathomNet Private 2025 (test) | MATANet | Hierarchical Distance (HD)1.45 | 15 | 4d ago | |
| FathomNet Public 2025 (test) | Hierarchical Distance (HD)1.44 | 15 | 4d ago | ||
| iNaturalist-19 (test) | Hier-COS | Accuracy80.81 | 14 | 4d ago | |
| CIFAR-100 (test) | Flamingo-I | Accuracy0.7787 | 12 | 4d ago | |
| FGVC-Aircraft (test) | Hier-COS | Accuracy0.8175 | 7 | 4d ago | |
| Amazon Beauty Tree Depth = 3, 4, 5 (test) | Accuracy43.98 | 6 | 4d ago | ||
| Amazon Beauty Tree Depth = 2 (test) | BART-MNLI + T0pp (Primed+) | Accuracy64.25 | 6 | 4d ago | |
| Web of Sciences (WOS) Tree Depth = 2 (test) | BART-MNLI + T0pp (Primed+) | Accuracy61.78 | 6 | 4d ago | |
| GO | HiLAP | Micro-F145.4 | 5 | 4d ago | |
| FunCat | HiLAP | Micro F126.5 | 5 | 4d ago | |
| US Bills (held-out set) | NMI0.51 | 3 | 4d ago | ||
| Wikipedia (held-out set) | NMI0.72 | 3 | 4d ago |
