Relation Classification on FewRel 1.0
98.45-way 1-shot AccDEEPSTRUCT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DEEPSTRUCTEvaluation Protocol=w/ finetune2022.05 | 98.4 | 100 | 97.8 | 99.8 | |
| TANL2022.05 | 93.6 | 97.6 | 82.2 | 89.8 | |
| DEEPSTRUCTEvaluation Protocol=multi-task2022.05 | 93.6 | 96.4 | 92.2 | 94.6 | |
| BERT_EM+MTB2022.05 | 90.1 | — | 83.4 | — | |
| BERT_EM2022.05 | 88.9 | — | 82.8 | — | |
| BERT-PAIR2022.05 | 85.7 | 89.5 | 76.8 | 81.8 | |
| DEEPSTRUCTEvaluation Protocol=zero-shot2022.05 | 72.4 | 70.8 | 67.6 | 66.4 |