Relation Classification On Fewrel 1
Metrics
F1 (10-way 1-shot)
F1 (10-way 5-shot)
F1 (5-way 1-shot)
F1 (5-way 5-shot
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | F1 (10-way 1-shot) | F1 (10-way 5-shot) | F1 (5-way 1-shot) | F1 (5-way 5-shot |
|---|---|---|---|---|
| deepstruct-pretraining-of-language-models-for-1 | 67.6 | 66.4 | 72.4 | 70.8 |
| zero-shot-information-extraction-as-a-unified | - | - | - | - |
| deepstruct-pretraining-of-language-models-for-1 | 97.8 | 99.8 | 98.4 | 100 |
| deepstruct-pretraining-of-language-models-for-1 | 92.2 | 94.6 | 93.6 | 96.4 |
| zero-shot-information-extraction-as-a-unified | - | - | - | - |