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ResearchFormerly WizWand

Multimodal Reasoning on RR (accuracy)

37.3AccuracyUnsilencing Latent Reasoning
29.55231.563533.57535.5865May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.0537.3
Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.0535.82
DMLRBackbone=VLAA Thinking-7B2026.0535.07
DMLRBackbone=R1 OneVision-7B2026.0535.07
CCoTBackbone=VLAA Thinking-7B2026.0534.33
CCoTBackbone=R1 OneVision-7B2026.0533.58
VanillaBackbone=VLAA Thinking-7B2026.0532.84
MCoTBackbone=VLAA Thinking-7B2026.0532.84
ICoTBackbone=VLAA Thinking-7B2026.0532.84
MCoTBackbone=R1 OneVision-7B2026.0530.6
VanillaBackbone=R1 OneVision-7B2026.0529.85
ICoTBackbone=R1 OneVision-7B2026.0529.85