Empathetic Response Generation on ERG
98.9Distinct-1 ScoreOla-Omni-7B
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ola-Omni-7BMethod Enhancement=E3RG2026.03 | 98.9 | — | 75.6 | 99.8 | |
| Qwen2.5-Omni-7BMethod Enhancement=E3RG2026.03 | 98.6 | — | 72.3 | 99.7 | |
| Nano-EmoXScale=Small-scale Multimodal Model2026.03 | 95.47 | 54.82 | 91.13 | 99.83 | |
| AffectGPT (s)Scale=Small-scale Multimodal Model2026.03 | 95.44 | 47.36 | 90.88 | 99.81 | |
| Nano-EmoX‡Scale=Small-scale Multimodal Model2026.03 | 95.41 | 34.91 | 74.79 | 99.73 | |
| MiniCPM-o-2.6BMethod Enhancement=E3RG2026.03 | 95.2 | — | 65.8 | 99.6 | |
| MobileVLM V2-3BScale=Small-scale Multimodal Model2026.03 | 78.66 | 25.18 | 61.42 | 97.41 | |
| MobileVLM V2-1.7BScale=Small-scale Multimodal Model2026.03 | 75.07 | 4.07 | 21.14 | 96.91 | |
| Empatheia2026.03 | 2.69 | 48.51 | — | 14.76 |