Multimodal Reasoning on IQTest
36.67AccuracyUnsilencing Latent Reasoning
Evaluation Results
| Method | Links | |
|---|---|---|
| Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.05 | 36.67 | |
| MCoTBackbone=R1 OneVision-7B2026.05 | 28 | |
| ICoTBackbone=VLAA Thinking-7B2026.05 | 27.33 | |
| VanillaBackbone=VLAA Thinking-7B2026.05 | 26.67 | |
| Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.05 | 26.67 | |
| CCoTBackbone=VLAA Thinking-7B2026.05 | 26 | |
| DMLRBackbone=R1 OneVision-7B2026.05 | 25.33 | |
| DMLRBackbone=VLAA Thinking-7B2026.05 | 25 | |
| VanillaBackbone=R1 OneVision-7B2026.05 | 22.67 | |
| ICoTBackbone=R1 OneVision-7B2026.05 | 22.67 | |
| MCoTBackbone=VLAA Thinking-7B2026.05 | 22 | |
| CCoTBackbone=R1 OneVision-7B2026.05 | 21.33 |