Multimodal Reasoning on RR (accuracy)
37.3AccuracyUnsilencing Latent Reasoning
Evaluation Results
| Method | Links | |
|---|---|---|
| Unsilencing Latent ReasoningBackbone=R1 OneVision-7B2026.05 | 37.3 | |
| Unsilencing Latent ReasoningBackbone=VLAA Thinking-7B2026.05 | 35.82 | |
| DMLRBackbone=VLAA Thinking-7B2026.05 | 35.07 | |
| DMLRBackbone=R1 OneVision-7B2026.05 | 35.07 | |
| CCoTBackbone=VLAA Thinking-7B2026.05 | 34.33 | |
| CCoTBackbone=R1 OneVision-7B2026.05 | 33.58 | |
| VanillaBackbone=VLAA Thinking-7B2026.05 | 32.84 | |
| MCoTBackbone=VLAA Thinking-7B2026.05 | 32.84 | |
| ICoTBackbone=VLAA Thinking-7B2026.05 | 32.84 | |
| MCoTBackbone=R1 OneVision-7B2026.05 | 30.6 | |
| VanillaBackbone=R1 OneVision-7B2026.05 | 29.85 | |
| ICoTBackbone=R1 OneVision-7B2026.05 | 29.85 |