| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| tieredImageNet 5-way (test) | LST | 1-shot Acc77.7 | 117 | 4d ago | |
| MiniImagenet | FEAT | One-shot Accuracy65.1 | 67 | 4d ago | |
| CIFAR FS (test) | Gidaris et al. | Accuracy86.1 | 60 | 4d ago | |
| mini-ImageNet (test) | ESPT | Top-1 Acc84.11 | 46 | 4d ago | |
| CUB (test) | ProtoNet | ECE0.93 | 14 | 4d ago | |
| FC100 (test) | MetaOptNet-SVM-trainval | Accuracy0.625 | 12 | 4d ago | |
| FC-100 | HMS | Acc (5, 1)37.88 | 11 | 4d ago | |
| CIFAR FS | TSP-Head | Accuracy (1-shot)54.65 | 11 | 4d ago | |
| FC-100 5-way (test) | Transductive fine-tuning | 1-Shot Accuracy (5-way)50.44 | 9 | 4d ago | |
| Omniglot (test) | NUTM (LRUA) | Acc (2-shot)85.7 | 7 | 4d ago |
