| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FC100 (test) | SemFew | 1-shot Accuracy54.36 | 78 | 1mo ago | |
| CIFAR-FS (test) | MCT (Pair) | 1-shot Acc87.28 | 63 | 1mo ago | |
| tieredImageNet 5-shot (test) | noHub-S | Accuracy87.13 | 41 | 1mo ago | |
| ISIC | FLoR | Accuracy56.74 | 31 | 1mo ago | |
| CIFAR-FS | SAFF | Mean Accuracy90.26 | 30 | 1mo ago | |
| CUB-200 2011 (meta-test) | SOSN + ArL | 1-shot Acc50.62 | 24 | 6d ago | |
| FC100 | PMCE | Mean Accuracy67 | 20 | 1mo ago | |
| tiered-ImageNet 608 classes (test) | SimpleShot(UN) | Accuracy85.69 | 18 | 1mo ago | |
| tieredImageNet 1-shot (meta-test) | LEO | Accuracy66.33 | 18 | 1mo ago | |
| DomainNet | FD-Align | Real Accuracy97.36 | 6 | 1mo ago | |
| BSCDFSL | FD-Align | Plant Disease Accuracy91.84 | 6 | 1mo ago | |
| Meta-dataset | FD-Align | mini_test Accuracy98.52 | 6 | 1mo ago |
