Micro F1 results on Few-Shot TACRED. For computational memory limitations, we could not evaluate the Sentence-Pair model in the 5-shot setting, see Appendix for explanation.
| model . | 5-way 1-shot . | 5-way 5-shot . |
|---|---|---|
| Sentence-Pair | 10.19 ± 0.81% | − |
| Threshold | 6.87 ± 0.48% | 13.57 ± 0.46% |
| NAV | 8.38 ± 0.80% | 18.38 ± 2.01% |
| MNAV | 12.39 ±1.01% | 30.04 ±1.92% |
| model . | 5-way 1-shot . | 5-way 5-shot . |
|---|---|---|
| Sentence-Pair | 10.19 ± 0.81% | − |
| Threshold | 6.87 ± 0.48% | 13.57 ± 0.46% |
| NAV | 8.38 ± 0.80% | 18.38 ± 2.01% |
| MNAV | 12.39 ±1.01% | 30.04 ±1.92% |