| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 26 few-shot tasks Random -> Random transfer setting (test) | Self-LLMDA | Accuracy48.95 | 84 | 1mo ago | |
| 26 few-shot tasks Non-Class -> Class transfer setting (test) | Self-LLMDA | Accuracy0.5275 | 84 | 1mo ago | |
| 26 few-shot tasks Class -> Non-Class transfer setting (test) | Accuracy45.54 | 84 | 1mo ago | ||
| 26 few-shot tasks Class -> Class transfer setting (test) | Self-LLMDA | Accuracy54.98 | 84 | 1mo ago | |
| LAMA | ICT | Accuracy28.8 | 57 | 1mo ago | |
| GLUE SuperGLUE SNLI subsets (test) | GFLOWPO | SST-2 Accuracy93 | 12 | 1mo ago | |
| BinaryClfs | ICT | AUC-ROC0.698 | 10 | 1mo ago | |
| SciT (test) | UniFew_meta | Accuracy86.8 | 9 | 1mo ago | |
| CNLL (test) | UniFew_meta | Accuracy87.9 | 9 | 1mo ago | |
| Distributional Signature suite (test) | UniFew_meta | Amzn+ Score90.5 | 6 | 1mo ago |
