Emotion Detection on GoEmotions (test)
55.18F1 (macro)RoBERTa-LexEnhance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RoBERTa-LexEnhance2026.03 | 55.18 | 55.85 | 57.6 | |
| RoBERTa-EarlyFusion2026.03 | 54.98 | 54.95 | 57.79 | |
| SOTA baseline (BERT)Backbone=BERT2026.03 | 52.75 | — | — | |
| Reproduction baseline2026.03 | 49.67 | 51.87 | 48.57 | |
| LLaMA 3.2Prompting=1-shot2026.03 | 5.01 | 21.51 | 3.31 | |
| LLaMA 3.2Prompting=0-shot2026.03 | 0.23 | 9.52 | 0.12 |