Multimodal Reasoning on Hull-Bench
69.51AccuracyUnsilencing Latent Reasoning
Evaluation Results
| Method | Links | |
|---|---|---|
| Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.05 | 69.51 | |
| Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.05 | 67.93 | |
| DMLRBackbone=VLAA Thinking-7B2026.05 | 67.9 | |
| ICoTBackbone=VLAA Thinking-7B2026.05 | 65.9 | |
| CCoTBackbone=VLAA Thinking-7B2026.05 | 64.6 | |
| DMLRBackbone=R1 OneVision-7B2026.05 | 64.1 | |
| ICoTBackbone=R1 OneVision-7B2026.05 | 63.8 | |
| CCoTBackbone=R1 OneVision-7B2026.05 | 63 | |
| MCoTBackbone=VLAA Thinking-7B2026.05 | 62.8 | |
| MCoTBackbone=R1 OneVision-7B2026.05 | 62.5 | |
| VanillaBackbone=R1 OneVision-7B2026.05 | 62.1 | |
| VanillaBackbone=VLAA Thinking-7B2026.05 | 62 |