| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CD-FSL ISIC, EuroSAT, CropDisease, ChestX (test) | PE-Core-LoRA + OURS | Accuracy (ISIC)45.01 | 74 | 1mo ago | |
| mini-ImageNet (test) | BaseTransformer | Accuracy70.88 | 43 | 1mo ago | |
| Omniglot (test) | iMAML | Accuracy99.5 | 34 | 1mo ago | |
| ImageNet mini | IbM2 | Top-1 Accuracy (ACC_1)69.6 | 31 | 1mo ago | |
| Omniglot | Supervised ProtoNets | Accuracy98.35 | 23 | 1mo ago | |
| ChestX | PE-Core-LoRA + VtT | Accuracy (%)23.04 | 14 | 1mo ago | |
| CropDisease | PE-Core-LoRA + VtT | Accuracy92.61 | 14 | 1mo ago | |
| EuroSAT | PE-Core-LoRA + VtT | Accuracy86.16 | 14 | 1mo ago | |
| ISIC | PE-Core-LoRA + VtT | Accuracy42.2 | 14 | 1mo ago | |
| CIFAR-FS | IbM2 | Mean Accuracy90.3 | 10 | 6d ago | |
| CIFAR-100 (test) | SimpleShot (CL2N) | Accuracy0.4013 | 4 | 1mo ago | |
| Aircraft, Quick Draw, Textures and MSCOCO 600 tasks | TDFML | Best Accuracy40.82 | 3 | 6d ago |
