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ResearchFormerly WizWand

Emotional Reasoning on EmoSet Out-of-domain

61.8AccuracyEMO-R3
25.03634.580544.12553.6695Feb 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0261.8
EMO-R3Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0260.7
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0260.3
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0259.95
GRPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=4, Post-training=true2026.0259.9
DAPOBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=8, Post-training=true2026.0258.05
SEPM*Backbone=LLaVA1.5-7B, Roll-out=-, Post-training=false2026.0256.04
Vanilla*Backbone=LLaVA1.5-7B, Roll-out=-, Post-training=false2026.0252.77
Vanilla*Backbone=Qwen2.5-VL-3B-Instruct, Roll-out=-, Post-training=false2026.0251.55
SFTBackbone=Qwen2.5-VL-3B-Instruct, Roll-out=-, Post-training=true2026.0226.45