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ResearchFormerly WizWand

Emotional Reasoning on Emotion6 Out-of-domain

60.44AccuracyEMO-R3
33.472840.473947.47554.4761Feb 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0260.44
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0260.1
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0259.26
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0257.91
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0256.9
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0255.72
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
SFTBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=-, Post-training=true2026.0234.51