| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MTIL Order I 5-shot (test) | CoDyRA | Accuracy (Caltech101)95.8 | 46 | 12d ago | |
| MTIL Order I (test) | SCEE | Average Accuracy79.1 | 30 | 14d ago | |
| Aircraft, Caltech101, CIFAR100, DTD, EuroSAT, Flowers, Food, MNIST, OxfordPet, Cars, SUN397 (MTIL suite) 5-shot 1.0 (test) | CoDyRA | Caltech101 Accuracy95.8 | 22 | 6d ago | |
| MTIL Order I | Ours | Transfer Acc70.4 | 17 | 1mo ago | |
| MTIL Last 1.0 (test) | Accuracy (Aircraft)62 | 8 | 2mo ago | ||
| MTIL Average 1.0 (test) | Accuracy (Aircraft)62 | 8 | 2mo ago | ||
| MTIL benchmark Transfer 1.0 (test) | Caltech101 Accuracy95.1 | 8 | 2mo ago |
