Visual Perception on Counting
68.33AccuracyICoT
Evaluation results
| Method | Links | |
|---|---|---|
| ICoTBackbone=Qwen2.5VL-7B2026.05 | 68.33 | |
| LVRBackbone=Qwen2.5VL-7B2026.05 | 68.33 | |
| LVRRFBackbone=Qwen2.5VL-7B2026.05 | 68.33 | |
| Unsilencing Latent ReasoningBackbone=Qwen2.5VL-7B2026.05 | 68.33 | |
| DMLRBackbone=Qwen2.5VL-7B2026.05 | 67.5 | |
| CoVTBackbone=Qwen2.5VL-7B2026.05 | 67.5 | |
| MCoTBackbone=Qwen2.5VL-7B2026.05 | 66.67 | |
| CCoTBackbone=Qwen2.5VL-7B2026.05 | 66.67 | |
| VanillaBackbone=Qwen2.5VL-7B2026.05 | 65 | |
| MonetBackbone=Qwen2.5VL-7B2026.05 | 60.83 | |
| LVRRFBackbone=Qwen2.5VL-3B2026.05 | 60.83 | |
| LVRBackbone=Qwen2.5VL-3B2026.05 | 59.17 | |
| Unsilencing Latent ReasoningBackbone=Qwen2.5VL-3B2026.05 | 59.17 | |
| VanillaBackbone=Qwen2.5VL-3B2026.05 | 55.83 | |
| MCoTBackbone=Qwen2.5VL-3B2026.05 | 55.83 | |
| ICoTBackbone=Qwen2.5VL-3B2026.05 | 55.83 | |
| CCoTBackbone=Qwen2.5VL-3B2026.05 | 54.17 | |
| DMLRBackbone=Qwen2.5VL-3B2026.05 | 52.5 |