Slot Filling on SNIPS zero-shot (SearchScreeningEvent)
51.42F1 ScoreGZPL*(pt)
Evaluation Results
| Method | Links | |
|---|---|---|
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 51.42 | |
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 49.83 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 48.26 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 44.8 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 33.54 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 30.05 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 27.17 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 25.63 | |
| QASFModel Architecture Category=MRC-based2023.07 | 22.83 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 13.83 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 12.25 |