Slot Filling on SNIPS RateBook zero-shot (test)
47.53F1 ScoreGZPL*(pt)
Evaluation Results
| Method | Links | |
|---|---|---|
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 47.53 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 45.88 | |
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 38.88 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 36.51 | |
| QASFModel Architecture Category=MRC-based2023.07 | 33.34 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 31.86 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 31.53 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 29.31 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 22.06 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 16.43 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 14.54 |