| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VLCS | WATT-S | Acc (Caltech)99.51 | 139 | 4d ago | |
| PACS (test) | Baseline | Accuracy (Art Painting)82.73 | 76 | 4d ago | |
| TinyImageNet Dirichlet non-IID setting (test) | SuPerFed-LM | Top-5 Acc52.9 | 33 | 4d ago | |
| CIFAR100 Dirichlet non-IID setting (test) | SuPerFed-LM | Top-5 Accuracy62.5 | 33 | 4d ago | |
| CIFAR-100 (test) | Accuracy89.63 | 32 | 4d ago | ||
| EOL (test) | Accuracy95.98 | 32 | 4d ago | ||
| IF (test) | Accuracy80.27 | 32 | 4d ago | ||
| JV (test) | Accuracy98.49 | 32 | 4d ago | ||
| BRACS | AINet | Accuracy77.1 | 30 | 4d ago | |
| HarMeme Harm-P corrected (test) | MMBT | F1 Score47.1 | 28 | 4d ago | |
| HarMeme Harm-C corrected (test) | MMBT | F1 Score54.4 | 28 | 4d ago | |
| 20NewsGroup | SCDV-MS | Accuracy86.19 | 24 | 4d ago | |
| New-thyroid | IMOVNO+ | F1-score99.5 | 20 | 4d ago | |
| Balance | IMOVNO+ | F1-score99.64 | 20 | 4d ago | |
| Yeast | IMOVNO+ | F1-score91.53 | 20 | 4d ago | |
| Vehicle | F1-score83.7 | 20 | 4d ago | ||
| DVM (test) | RoVTL | Accuracy96.11 | 18 | 4d ago | |
| Cover Type (CovType) (test) | Accuracy96.94 | 18 | 4d ago | ||
| MMLU HELM | Balanced Accuracy59.48 | 17 | 4d ago | ||
| Zoo | IMOVNO+ | F1-score100 | 16 | 4d ago | |
| Contraceptive | IMOVNO+ | F1-score0.9523 | 16 | 4d ago | |
| Vertebral | IMOVNO+ | F1-score (%)91.53 | 16 | 4d ago | |
| Bioconcentration | IMOVNO+ | F1-score (%)96.51 | 16 | 4d ago | |
| Winequality red | IMOVNO+ | F1-score95.21 | 16 | 4d ago | |
| Heart-disease Hungarian | IMOVNO+ | F1-score93.08 | 16 | 4d ago |
