Few-shot Relation Extraction on FewRel Biomedical domain 2.0 (test)
87.9AccuracyMTB
Evaluation Results
| Method | Links | |
|---|---|---|
| MTBsetting=5-way 5-shot, mode=C+M2020.10 | 87.9 | |
| CPsetting=5-way 5-shot, mode=C+M2020.10 | 84.9 | |
| CPsetting=5-way 5-shot, mode=OnlyC2020.10 | 84 | |
| MTBsetting=5-way 5-shot, mode=OnlyC2020.10 | 83.6 | |
| BERTsetting=5-way 5-shot, mode=C+M2020.10 | 82.7 | |
| MTBsetting=10-way 5-shot, mode=C+M2020.10 | 81.1 | |
| CPsetting=10-way 5-shot, mode=C+M2020.10 | 79.8 | |
| CPsetting=5-way 1-shot, mode=C+M2020.10 | 79.7 | |
| BERTsetting=5-way 5-shot, mode=OnlyC2020.10 | 78.2 | |
| BERTsetting=10-way 5-shot, mode=C+M2020.10 | 76.5 | |
| MTBsetting=5-way 1-shot, mode=C+M2020.10 | 74.7 | |
| BERTsetting=5-way 1-shot, mode=C+M2020.10 | 74.6 | |
| CPsetting=5-way 1-shot, mode=OnlyC2020.10 | 74.5 | |
| MTBsetting=10-way 5-shot, mode=OnlyC2020.10 | 74.4 | |
| CPsetting=10-way 5-shot, mode=OnlyC2020.10 | 73.8 | |
| BERTsetting=10-way 5-shot, mode=OnlyC2020.10 | 70.6 | |
| MTBsetting=5-way 1-shot, mode=OnlyC2020.10 | 69.2 | |
| BERTsetting=5-way 1-shot, mode=OnlyC2020.10 | 68.3 | |
| CPsetting=10-way 1-shot, mode=C+M2020.10 | 68.1 | |
| BERTsetting=10-way 1-shot, mode=C+M2020.10 | 63.5 | |
| MTBsetting=10-way 1-shot, mode=C+M2020.10 | 62.5 | |
| CPsetting=10-way 1-shot, mode=OnlyC2020.10 | 60.1 | |
| BERTsetting=10-way 1-shot, mode=OnlyC2020.10 | 54.2 | |
| MTBsetting=10-way 1-shot, mode=OnlyC2020.10 | 52.8 | |
| CPsetting=5-way 5-shot, mode=OnlyM2020.10 | 43.7 | |
| MTBsetting=5-way 5-shot, mode=OnlyM2020.10 | 42.6 | |
| BERTsetting=5-way 5-shot, mode=OnlyM2020.10 | 40.6 | |
| MTBsetting=5-way 1-shot, mode=OnlyM2020.10 | 33.8 | |
| CPsetting=5-way 1-shot, mode=OnlyM2020.10 | 33.5 | |
| BERTsetting=5-way 1-shot, mode=OnlyM2020.10 | 31.6 | |
| MTBsetting=10-way 5-shot, mode=OnlyM2020.10 | 29.8 | |
| CPsetting=10-way 5-shot, mode=OnlyM2020.10 | 29.7 | |
| BERTsetting=10-way 5-shot, mode=OnlyM2020.10 | 29.2 | |
| MTBsetting=10-way 1-shot, mode=OnlyM2020.10 | 21.6 | |
| CPsetting=10-way 1-shot, mode=OnlyM2020.10 | 21.3 | |
| BERTsetting=10-way 1-shot, mode=OnlyM2020.10 | 21 |