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Multimodal Emotion Reasoning on MER-UniBench Aggregate

81.05Mean ScoreOPPO
47.988456.571765.15573.7383Jun 24, 2026

Evaluation results

MethodLinks
OPPO2026.0681.05
AffectGPT-R12026.0679.98
AffectGPT-R1version=reproduce2026.0675.6
AffectGPT2026.0674.77
AffectGPTcheckpoint=last2026.0671.96
Emotion-LLaMA2026.0664.17
mPLUG-Owl2026.0662.45
R1-Omni2026.0659.61
Chat-UniVi2026.0657.94
SALMONN2026.0657.89
LLaMA-VID2026.0656.07
PandaGPT2026.0652.92
VideoChat22026.0652.67
Qwen-Audio2026.0649.26