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ResearchFormerly WizWand

Multimodal Reasoning on IQTest

36.67AccuracyUnsilencing Latent Reasoning
20.716424.85822933.1418May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.0536.67
MCoTBackbone=R1 OneVision-7B2026.0528
ICoTBackbone=VLAA Thinking-7B2026.0527.33
VanillaBackbone=VLAA Thinking-7B2026.0526.67
Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.0526.67
CCoTBackbone=VLAA Thinking-7B2026.0526
DMLRBackbone=R1 OneVision-7B2026.0525.33
DMLRBackbone=VLAA Thinking-7B2026.0525
VanillaBackbone=R1 OneVision-7B2026.0522.67
ICoTBackbone=R1 OneVision-7B2026.0522.67
MCoTBackbone=VLAA Thinking-7B2026.0522
CCoTBackbone=R1 OneVision-7B2026.0521.33