Emotion Classification on 5 Emotion Domains (test)
51.38Average AccuracyFine-tuned
Evaluation Results
| Method | Links | |
|---|---|---|
| Fine-tunedBackbone=T5-Base2025.05 | 51.38 | |
| Fine-tunedBackbone=ROBERTa-Base2025.05 | 49.38 | |
| MultitaskBackbone=ROBERTa-Base2025.05 | 49.06 | |
| MultitaskBackbone=T5-Base2025.05 | 47.75 | |
| NPSBackbone=ROBERTa-Base2025.05 | 40.9 | |
| Consensus TIESBackbone=ROBERTa-Base2025.05 | 39.8 | |
| Ties-MergingBackbone=ROBERTa-Base2025.05 | 39.7 | |
| Consensus TABackbone=ROBERTa-Base2025.05 | 39.2 | |
| RegMeanBackbone=ROBERTa-Base2025.05 | 38.4 | |
| AveragingBackbone=ROBERTa-Base2025.05 | 38.3 | |
| Task ArithmeticBackbone=ROBERTa-Base2025.05 | 38.3 | |
| Fisher MergingBackbone=ROBERTa-Base2025.05 | 38.1 | |
| NPSBackbone=T5-Base2025.05 | 35.7 | |
| Ties-MergingBackbone=T5-Base2025.05 | 34.5 | |
| Consensus TIESBackbone=T5-Base2025.05 | 34.4 | |
| RegMeanBackbone=T5-Base2025.05 | 34.2 | |
| Consensus TABackbone=T5-Base2025.05 | 33.9 | |
| Task ArithmeticBackbone=T5-Base2025.05 | 33.6 | |
| Fisher MergingBackbone=T5-Base2025.05 | 26.1 | |
| AveragingBackbone=T5-Base2025.05 | 23.2 |