Emotion Prediction on Talk2Car (test)
0.95Valence (rho)E3AD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| E3AD2025.12 | 0.95 | 0.84 | 0.94 | 0.82 | 0.94 | 0.81 | |
| Qwen3-Emb.-4BRegression Head=Ridge2025.12 | 0.83 | 0.64 | 0.79 | 0.61 | 0.82 | 0.63 | |
| DistilBERTRegression Head=Ridge2025.12 | 0.82 | 0.64 | 0.79 | 0.61 | 0.79 | 0.6 | |
| RoBERTaRegression Head=Ridge2025.12 | 0.8 | 0.61 | 0.77 | 0.59 | 0.78 | 0.58 | |
| BERTRegression Head=Ridge2025.12 | 0.78 | 0.59 | 0.75 | 0.56 | 0.74 | 0.55 | |
| Qwen2.5-7B-Instruct2025.12 | 0.11 | 0.08 | 0.02 | 0.02 | 0.04 | 0.03 |