Classification on Amazon Clothes 8-shot (test)
60.14Macro F1PATTON
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PATTONevaluation_protocol=8-shot2023.05 | 60.14 | 84.88 | |
| SciBERT.MLMevaluation_protocol=8-shot2023.05 | 57.03 | 80.16 | |
| w/o NMLMevaluation_protocol=8-shot2023.05 | 56.68 | 80.27 | |
| SimCSE (sup)evaluation_protocol=8-shot2023.05 | 52.82 | 75.54 | |
| w/o MNPevaluation_protocol=8-shot2023.05 | 47.35 | 68.5 | |
| BERT.MLMevaluation_protocol=8-shot2023.05 | 46.98 | 68 | |
| GraphFormersevaluation_protocol=8-shot2023.05 | 46.27 | 68.97 | |
| BERTevaluation_protocol=8-shot2023.05 | 45.1 | 68.54 | |
| LinkBERTevaluation_protocol=8-shot2023.05 | 44.94 | 65.33 | |
| SimCSE (unsup)evaluation_protocol=8-shot2023.05 | 42.7 | 58.72 |