Continual Relation Classification on FewRel 10-way 5-shot (test)
96.38Task 1 AccuracyERDA
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ERDABackbone=BERT2022.03 | 96.38 | 88.91 | 83.1 | 79.73 | 74.83 | 72.84 | 70.28 | 68.07 | |
| SeqRunBackbone=BERT2022.03 | 96.35 | 70.23 | 58.13 | 54.17 | 48.82 | 43.52 | 37.9 | 33.97 | |
| Joint TrainingBackbone=BERT2022.03 | 96.35 | 87.85 | 82.87 | 80.05 | 77.62 | 74.69 | 72.23 | 69.74 | |
| EMRBackbone=BERT2022.03 | 96.35 | 88.02 | 78.83 | 75.15 | 72 | 69.41 | 66.7 | 63.68 | |
| IDLVQ-CBackbone=BERT2022.03 | 96.03 | 87.18 | 76.63 | 73.57 | 67.74 | 65.16 | 62.64 | 60.32 | |
| EMARBackbone=BERT2022.03 | 92.03 | 78.87 | 72.81 | 69.19 | 68.05 | 66.23 | 63.68 | 61.77 |