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ResearchFormerly WizWand

Multimodal Reasoning on Hull-Bench

69.51AccuracyUnsilencing Latent Reasoning
61.699663.727365.75567.7827May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.0569.51
Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.0567.93
DMLRBackbone=VLAA Thinking-7B2026.0567.9
ICoTBackbone=VLAA Thinking-7B2026.0565.9
CCoTBackbone=VLAA Thinking-7B2026.0564.6
DMLRBackbone=R1 OneVision-7B2026.0564.1
ICoTBackbone=R1 OneVision-7B2026.0563.8
CCoTBackbone=R1 OneVision-7B2026.0563
MCoTBackbone=VLAA Thinking-7B2026.0562.8
MCoTBackbone=R1 OneVision-7B2026.0562.5
VanillaBackbone=R1 OneVision-7B2026.0562.1
VanillaBackbone=VLAA Thinking-7B2026.0562