Slot Labeling on xSID
83.8F1 ScoreETT
Evaluation results
| Method | Links | |
|---|---|---|
| ETTTransfer Strategy=Ensemble-Train-Test, Label Projection Method=Easy + WA, Backbone=XLM-R + DeBERTa2025.05 | 83.8 | |
| EasyTransfer Strategy=Translate-Train, Backbone=XLM-R2025.05 | 83.6 | |
| CodecTransfer Strategy=Translate-Train, Backbone=XLM-R2025.05 | 83.4 | |
| ETTTransfer Strategy=Ensemble-Train-Test, Label Projection Method=WA + WA, Backbone=XLM-R + DeBERTa2025.05 | 83.4 | |
| ETTTransfer Strategy=Ensemble-Train-Test, Label Projection Method=Codec + WA, Backbone=XLM-R + DeBERTa2025.05 | 82.8 | |
| WATransfer Strategy=Translate-Train, Backbone=XLM-R2025.05 | 82.7 | |
| WATransfer Strategy=Translate-Test, Backbone=XLM-R2025.05 | 80.2 | |
| WATransfer Strategy=Translate-Test, Backbone=DeBERTa2025.05 | 80.2 | |
| CodecTransfer Strategy=Translate-Test, Backbone=DeBERTa2025.05 | 79.5 | |
| CodecTransfer Strategy=Translate-Test, Backbone=XLM-R2025.05 | 79.4 | |
| XLM-RTransfer Strategy=Zero-Shot, Backbone=XLM-R2025.05 | 76.8 |