LAMA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Few-shot text classification | LAMA | Accuracy28.8 | 57 | |
| Knowledge retrieval | LAMA (full) | Accuracy37.57 | 24 | |
| Knowledge Probing | LAMA | Google-RE P@113.9 | 20 | |
| Knowledge Probing | LAMA-UHN | P@1 (Google-RE)8.9 | 14 | |
| Relational Knowledge Probing | LAMA original (test) | G-RE Score23.13 | 11 | |
| Tamper Localization | Lama | F1 Score96.5 | 6 | |
| Continual Knowledge Learning | LAMA CKL | Top-1 Accuracy45 | 6 | |
| Online Adaptation | LAMA Label Shift | Accuracy96.4 | 2 |
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