Slot Filling on SNIPS all target domains
0.578F1 ScoreGZPL
Evaluation results
| Method | Links | |
|---|---|---|
| GZPLNumber of training samples=2000 (100%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.578 | |
| RCSFNumber of training samples=2000 (100%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.558 | |
| GZPLNumber of training samples=500 (25%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.482 | |
| GZPLNumber of training samples=200 (10%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.415 | |
| GZPLNumber of training samples=100 (5%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.365 | |
| GZPLNumber of training samples=50 (2.5%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.237 | |
| RCSFNumber of training samples=500 (25%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.172 | |
| RCSFNumber of training samples=200 (10%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.098 | |
| GZPLNumber of training samples=20 (1%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.062 | |
| RCSFNumber of training samples=100 (5%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.028 | |
| RCSFNumber of training samples=50 (2.5%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.009 | |
| RCSFNumber of training samples=20 (1%), Evaluation setting=Few-shot settings on source domains2023.07 | 0.004 |