Slot Filling on SNIPS PlayMusic zero-shot (test)
66.42F1 ScoreGZPL*(pt)
Evaluation results
| Method | Links | |
|---|---|---|
| GZPL*(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Large2023.07 | 66.42 | |
| GZPL*(ft)Tuning Protocol=fine-tuning, Backbone Scale=Large2023.07 | 62.73 | |
| GZPL(pt)Tuning Protocol=prefix-tuning, Backbone Scale=Standard2023.07 | 56.78 | |
| GZPL(ft)Tuning Protocol=fine-tuning, Backbone Scale=Standard2023.07 | 54.35 | |
| RCSF*Model Architecture Category=MRC-based, Backbone Scale=Large2023.07 | 53.51 | |
| PCLCModel Architecture Category=Sequence tagging-based2023.07 | 34.95 | |
| CZSLModel Architecture Category=Sequence tagging-based2023.07 | 34.59 | |
| QASFModel Architecture Category=MRC-based2023.07 | 33.62 | |
| RZTModel Architecture Category=Sequence tagging-based2023.07 | 33.12 | |
| CTModel Architecture Category=Sequence tagging-based2023.07 | 32.86 | |
| CoachModel Architecture Category=Sequence tagging-based2023.07 | 32.01 |