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Empathetic Response Generation on ERG

98.9Distinct-1 ScoreOla-Omni-7B
-1.158424.818350.79576.7717Mar 2, 2026

Evaluation results

MethodLinks
Ola-Omni-7BMethod Enhancement=E3RG2026.0398.9—75.699.8
Qwen2.5-Omni-7BMethod Enhancement=E3RG2026.0398.6—72.399.7
Nano-EmoXScale=Small-scale Multimodal Model2026.0395.4754.8291.1399.83
AffectGPT (s)Scale=Small-scale Multimodal Model2026.0395.4447.3690.8899.81
Nano-EmoX‡Scale=Small-scale Multimodal Model2026.0395.4134.9174.7999.73
MiniCPM-o-2.6BMethod Enhancement=E3RG2026.0395.2—65.899.6
MobileVLM V2-3BScale=Small-scale Multimodal Model2026.0378.6625.1861.4297.41
MobileVLM V2-1.7BScale=Small-scale Multimodal Model2026.0375.074.0721.1496.91
Empatheia2026.032.6948.51—14.76