Classification on TweetTopic Single Classification
74.2AccuracyUEC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UECMethod Category=Ensemble, Strategy=Uncertainty-aware2025.07 | 74.2 | 57.14 | 90.73 | |
| Uniform EnsembleMethod Category=Ensemble, Strategy=Uniform2025.07 | 73.6 | 56.32 | 90.07 | |
| Weighted EnsembleMethod Category=Ensemble, Strategy=Weighted2025.07 | 73.47 | 56.13 | 90.12 | |
| GTEMethod Category=Individual Models2025.07 | 71.97 | 54.65 | 88.54 | |
| BGEMethod Category=Individual Models2025.07 | 71.75 | 55.04 | 87.02 | |
| GroVEMethod Category=Individual Models2025.07 | 71.24 | 54.93 | 87.95 | |
| Uniform MergingMethod Category=Model Merging, Strategy=Uniform2025.07 | 71.18 | 55.48 | 88.64 | |
| GTE-MBMethod Category=Individual Models2025.07 | 70.99 | 54.85 | 89.76 | |
| Weighted MergingMethod Category=Model Merging, Strategy=Weighted2025.07 | 70.59 | 54.78 | 88.12 | |
| Task Arithmetic MergingMethod Category=Model Merging, Strategy=Task Arithmetic2025.07 | 70.53 | 54.82 | 88.33 | |
| E5Method Category=Individual Models2025.07 | 69.96 | 53.09 | 87.83 |