Slot Filling on SNIPS zero-shot Average
61.07F1 ScoreGZPL*(pt)
Evaluation results
| Method | Links | |
|---|---|---|
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 61.07 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 58.82 | |
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 57.82 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 55.76 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 53.99 | |
| QASFModel Architecture Category=MRC-based2023.07 | 44.45 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 42.82 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 40.99 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 37.39 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 32.85 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 30.55 |