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ResearchFormerly WizWand

Emotional Reasoning on Emotion6 In-domain

71.72AccuracyEMO-R3
47.38453.70260.0266.338Feb 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0271.72
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0270.88
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0270.71
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0269.87
SFTBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=-, Post-training=true2026.0269.53
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0268.56
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0262.39
SEPM*Backbone=LLaVA1.5-7B, Roll-out=-, Post-training=false2026.0254.21
Vanilla*Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=-, Post-training=false2026.0250
Vanilla*Backbone=LLaVA1.5-7B, Roll-out=-, Post-training=false2026.0248.32