Regression on EmoBank (test)
81.64Pearson Corr (Valence)CIFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CIFMBackbone=RoBERTa2024.06 | 81.64 | 57.06 | 51.6 | — | |
| MSE+ATBackbone=RoBERTa2024.06 | 81.04 | 56.73 | 51.48 | — | |
| MSEBackbone=RoBERTa2024.06 | 80.62 | 55.43 | 49.51 | — | |
| VIBBackbone=RoBERTa2024.06 | 79.41 | 55.07 | 46.5 | — | |
| MEIBBackbone=RoBERTa2024.06 | 79.32 | 55.58 | 46.63 | — | |
| GPT-5.4-minizero-shot=true2026.04 | 66.9 | 34.2 | 33.6 | 0.512 | |
| Claude Haiku 4.5zero-shot=true2026.04 | 65.8 | 34.2 | 28 | 0.548 | |
| Llama 3.1 8Bzero-shot=true2026.04 | 56.2 | 22.7 | 20.6 | 0.451 | |
| Qwen3-8Bzero-shot=true2026.04 | 48.6 | 18.8 | 19.3 | 0.412 |