Visual perception on IQTest
32AccuracyUnsilencing Latent Reasoning
Evaluation results
| Method | Links | |
|---|---|---|
| Unsilencing Latent ReasoningBackbone=Qwen2.5VL-3B2026.05 | 32 | |
| Unsilencing Latent ReasoningBackbone=Qwen2.5VL-7B2026.05 | 31.33 | |
| CCoTBackbone=Qwen2.5VL-3B2026.05 | 31.33 | |
| CoVTBackbone=Qwen2.5VL-7B2026.05 | 30.67 | |
| LVRBackbone=Qwen2.5VL-7B2026.05 | 28.67 | |
| LVRRFBackbone=Qwen2.5VL-3B2026.05 | 28.33 | |
| LVRRFBackbone=Qwen2.5VL-7B2026.05 | 27.33 | |
| LVRBackbone=Qwen2.5VL-3B2026.05 | 26.67 | |
| ICoTBackbone=Qwen2.5VL-7B2026.05 | 25.33 | |
| DMLRBackbone=Qwen2.5VL-7B2026.05 | 25.33 | |
| VanillaBackbone=Qwen2.5VL-3B2026.05 | 24.67 | |
| VanillaBackbone=Qwen2.5VL-7B2026.05 | 22.67 | |
| MCoTBackbone=Qwen2.5VL-7B2026.05 | 22.67 | |
| DMLRBackbone=Qwen2.5VL-3B2026.05 | 22.67 | |
| CCoTBackbone=Qwen2.5VL-7B2026.05 | 21.33 | |
| MCoTBackbone=Qwen2.5VL-3B2026.05 | 21.33 | |
| ICoTBackbone=Qwen2.5VL-3B2026.05 | 21.33 | |
| MonetBackbone=Qwen2.5VL-7B2026.05 | 20.67 |