Classification on Amazon Sports 8-shot (test)
67.57Macro F1PATTON
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PATTONevaluation_protocol=8-shot2023.05 | 67.57 | 78.6 | |
| w/o NMLMevaluation_protocol=8-shot2023.05 | 65.83 | 76.24 | |
| SciBERT.MLMevaluation_protocol=8-shot2023.05 | 65.57 | 75.22 | |
| w/o MNPevaluation_protocol=8-shot2023.05 | 64.23 | 76.03 | |
| BERT.MLMevaluation_protocol=8-shot2023.05 | 62.21 | 75.43 | |
| SimCSE (sup)evaluation_protocol=8-shot2023.05 | 46.69 | 59.19 | |
| GraphFormersevaluation_protocol=8-shot2023.05 | 43.77 | 50.47 | |
| SimCSE (unsup)evaluation_protocol=8-shot2023.05 | 41.91 | 59.19 | |
| LinkBERTevaluation_protocol=8-shot2023.05 | 35.6 | 38.3 | |
| BERTevaluation_protocol=8-shot2023.05 | 31.88 | 34.58 |