Intent Classification on MassiveIntentClassification
77.08AccuracyUEC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UECMethod Category=Ensemble, Strategy=Uncertainty-aware2025.07 | 77.08 | 74.78 | 0.6791 | |
| Task Arithmetic MergingMethod Category=Model Merging, Strategy=Task Arithmetic2025.07 | 75.33 | 73.65 | 0.6702 | |
| GTE-MBMethod Category=Individual Models2025.07 | 75.19 | 72.79 | 0.6723 | |
| GroVEMethod Category=Individual Models2025.07 | 74.29 | 72.8 | 0.6698 | |
| Weighted MergingMethod Category=Model Merging, Strategy=Weighted2025.07 | 74.07 | 72.1 | 0.6715 | |
| BGEMethod Category=Individual Models2025.07 | 73.46 | 70.01 | 0.6674 | |
| Uniform MergingMethod Category=Model Merging, Strategy=Uniform2025.07 | 72.95 | 71.01 | 0.6407 | |
| Uniform EnsembleMethod Category=Ensemble, Strategy=Uniform2025.07 | 68.78 | 66.43 | 0.6526 | |
| Weighted EnsembleMethod Category=Ensemble, Strategy=Weighted2025.07 | 68.31 | 65.46 | 0.6511 | |
| E5Method Category=Individual Models2025.07 | 68.05 | 63 | 0.6454 | |
| GTEMethod Category=Individual Models2025.07 | 65.09 | 60.62 | 0.6309 |