Sentiment Analysis on Poem Sentiment
94.14AccuracyMUPPET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MUPPET2022.12 | 94.14 | — | — | |
| Multitask2022.12 | 88.27 | — | — | |
| ColD-Fusion2022.12 | 86.54 | — | — | |
| Finetune2022.12 | 83.85 | — | — | |
| GTE-MBMethod Category=Individual Models2025.07 | 56.92 | 45.53 | 62.21 | |
| UECMethod Category=Ensemble, Strategy=Uncertainty-aware2025.07 | 56.81 | 44.46 | 61.39 | |
| GroVEMethod Category=Individual Models2025.07 | 53.13 | 41.82 | 57.31 | |
| E5Method Category=Individual Models2025.07 | 53.07 | 41.43 | 57.38 | |
| Uniform EnsembleMethod Category=Ensemble, Strategy=Uniform2025.07 | 52.3 | 40.96 | 56.71 | |
| Weighted EnsembleMethod Category=Ensemble, Strategy=Weighted2025.07 | 52.01 | 41 | 56.27 | |
| BGEMethod Category=Individual Models2025.07 | 51.92 | 40.76 | 56.7 | |
| Task Arithmetic MergingMethod Category=Model Merging, Strategy=Task Arithmetic2025.07 | 51.82 | 40.93 | 55.76 | |
| Uniform MergingMethod Category=Model Merging, Strategy=Uniform2025.07 | 50.28 | 39.27 | 55.13 | |
| Weighted MergingMethod Category=Model Merging, Strategy=Weighted2025.07 | 49.9 | 39.36 | 54.36 | |
| GTEMethod Category=Individual Models2025.07 | 47.88 | 37.53 | 53.41 |