FewRel2.0 development set results, accuracy and micro F1.
| Model . | Metric . | 5-way 1-shot . | 5-way 5-shot . |
|---|---|---|---|
| Sentence-Pair | Accuracy | 75.48 ± 0.33% | 78.43 ± 0.25% |
| F1 | 71.85 ± 0.44% | 75.43 ± 0.31% | |
| Threshold | Accuracy | 76.32 ± 0.12% | 80.30 ± 0.09% |
| F1 | 73.34 ± 0.25% | 78.89 ± 0.11% | |
| NAV | Accuracy | 78.54 ± 0.08% | 80.44 ± 0.11% |
| F1 | 75.00 ± 0.22% | 79.20 ± 0.14% | |
| MNAV | Accuracy | 78.23 ± 0.13% | 81.25 ± 0.18% |
| F1 | 75.22±0.19% | 80.06±0.11% |
| Model . | Metric . | 5-way 1-shot . | 5-way 5-shot . |
|---|---|---|---|
| Sentence-Pair | Accuracy | 75.48 ± 0.33% | 78.43 ± 0.25% |
| F1 | 71.85 ± 0.44% | 75.43 ± 0.31% | |
| Threshold | Accuracy | 76.32 ± 0.12% | 80.30 ± 0.09% |
| F1 | 73.34 ± 0.25% | 78.89 ± 0.11% | |
| NAV | Accuracy | 78.54 ± 0.08% | 80.44 ± 0.11% |
| F1 | 75.00 ± 0.22% | 79.20 ± 0.14% | |
| MNAV | Accuracy | 78.23 ± 0.13% | 81.25 ± 0.18% |
| F1 | 75.22±0.19% | 80.06±0.11% |