| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 14 imbalanced datasets SCAR assumption macro-averaged | ROC AUC0.92 | 36 | 19d ago | ||
| CIFAR-10 (test) | Accuracy97.22 | 19 | 3mo ago | ||
| 14 imbalanced datasets SAR - 75% labeled | ROC-AUC0.92 | 12 | 19d ago | ||
| 14 imbalanced datasets SAR - 50% labeled | ROC-AUC92 | 12 | 19d ago | ||
| 14 imbalanced datasets SAR - 25% labeled | ROC-AUC0.92 | 12 | 19d ago | ||
| Alzheimer dataset | HolisticPU | F1 Score74.5 | 11 | 3mo ago | |
| UNSW-NB15 (test) | PU ET | Accuracy82.24 | 4 | 3mo ago | |
| MNIST (test) | PU ET | Accuracy93.6 | 4 | 3mo ago | |
| Mushroom (test) | PU ET | Accuracy99.7 | 4 | 3mo ago | |
| Covtype (test) | PU ET | Accuracy76.51 | 4 | 3mo ago | |
| 20News (test) | PU ET | Accuracy83.34 | 4 | 3mo ago | |
| Epsilon (test) | nnPU | Accuracy73.8 | 4 | 3mo ago |
