Few-shot Learning on FLEX (test)
87.2FewRel AccuracyUniFewMeta
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UniFewMetatraining_source=FLEX training tasks, setup=Finetuned on FLEX dataset2022.08 | 87.2 | 68 | 82.1 | 67.3 | 96.3 | 89.4 | 93.3 | 80.9 | 83.6 | 68.7 | 60 | 58.6 | 77.9 | |
| UnpredicTable-5k (Ours)training_source=UnpredicTable-5k, setup=Finetuned on proposed table dataset2022.08 | 79.4 | 63.1 | 79.4 | 63.4 | 95.5 | 83.1 | 92 | 56.5 | 65.5 | 63.7 | 62.9 | 44 | 70.7 | |
| UniFewmode=pretraining-only2022.08 | 79.2 | 62.8 | 79.5 | 63.1 | 94.5 | 78.6 | 90.1 | 55.8 | 64.9 | 60.5 | 58.1 | 44.3 | 69.3 |