Slot Filling on SNIPS BookRestaurant zero-shot
63.77F1 ScoreGZPL(pt)
Evaluation results
| Method | Links | |
|---|---|---|
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 63.77 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 63.49 | |
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 62.93 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 61.23 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 57.5 | |
| QASFModel Architecture Category=MRC-based2023.07 | 43.13 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 41.36 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 34.06 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 34.01 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 30.68 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 27.54 |