| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-100 (test) | HOOD | Overall Accuracy73.32 | 40 | 4d ago | |
| CIFAR-10 (test) | SORL | Overall Accuracy93.5 | 28 | 4d ago | |
| CIFAR-10 | TRSSL | Accuracy (Seen)96.8 | 25 | 4d ago | |
| CIFAR-100 50% known, 50% novel | OpenLDN | Known Accuracy74.1 | 16 | 4d ago | |
| ImageNet 100 | ORCA | Seen Accuracy89.1 | 16 | 4d ago | |
| CIFAR-100 | ORCA | Seen Accuracy66.9 | 16 | 4d ago | |
| Single-cell | ORCA | Seen Accuracy89.9 | 13 | 4d ago | |
| CIFAR-10 50% known, 50% novel | OpenLDN | Known Accuracy95.7 | 9 | 4d ago | |
| ImageNet-100 50% known, 50% novel | OpenLDN | Known Acc89.6 | 7 | 4d ago | |
| Oxford-IIIT Pet 50% known / 50% novel classes (test) | OpenLDN | Accuracy (Known)0.671 | 5 | 4d ago | |
| Tiny ImageNet 50% known 50% novel classes (test) | OpenLDN | Known Accuracy58.3 | 5 | 4d ago | |
| Tiny ImageNet (test) | TRSSL | Seen Accuracy59.1 | 4 | 4d ago | |
| ImageNet 100 25/75 seen/novel split (unlabelled) | Dual Ranking Statistics | Seen Accuracy89.5 | 4 | 4d ago | |
| ImageNet-100 50 50 seen novel split (unlabelled) | Seen Accuracy89.1 | 4 | 4d ago |
