Slot Filling on SNIPS SearchCreativeWork zero-shot (test)
72.88F1-scoreGZPL*(pt)
Evaluation results
| Method | Links | |
|---|---|---|
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 72.88 | |
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 71.96 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 71.3 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 69.22 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 66.97 | |
| QASFModel Architecture Category=MRC-based2023.07 | 59.9 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 53.51 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 50.61 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 46.65 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 44.45 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 39.79 |