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Comprehensive Emotion Assessment on EEmo-Bench

0.6622Total Overall ScoreEEmo-Logic
0.2065760.3248630.443150.561437Feb 1, 2026

Evaluation results

MethodLinks
EEmo-Logic2026.020.6622
GPT-4o2026.020.6239
LLaVA-OneVision-72BScale=72B2026.020.6168
GPT-52026.020.6057
Claude-3.7-Sonnet2026.020.6014
Qwen2.5-VL-72BScale=72B2026.020.5913
Qwen2-VL-72BScale=72B2026.020.5869
Qwen-VL-Max2026.020.5811
Gemini-2.5-Pro2026.020.5714
Qwen2-VL-7BScale=7B2026.020.5605
Qwen2.5-VL-7BScale=7B2026.020.5571
Qwen3-VL-8BScale=8B2026.020.5534
LLaVA-OneVision-1.5-8BScale=8B2026.020.5524
mPLUG-Owl3-7BScale=7B2026.020.5511
LLaVA-OneVision-7BScale=7B2026.020.5455
InternVL3.5-8BScale=8B2026.020.5361
Emotion-Qwen2026.020.5333
EmoCaliber2026.020.5185
Janus-Pro-7BScale=7B2026.020.5163
Deepseek-VL-7B-chatScale=7B2026.020.5116
LLaVA-NEXT-8BScale=8B2026.020.4937
EmoVIT2026.020.3442
Random guess w/o open-ended2026.020.3365
R1-Omni-0.5BScale=0.5B2026.020.2553
AffectGPT2026.020.2241