Visual Reasoning on HumbleBench
70Relation AccuracyDualMindVLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DualMindVLM2025.11 | 70 | 77.5 | 67 | 71.7 | |
| ThinkLite2025.11 | 69.5 | 77.2 | 66.8 | 71.3 | |
| VL-Rethinker2025.11 | 68.3 | 76.6 | 65.2 | 70.3 | |
| R1-VL2025.11 | 68 | 74 | 63.6 | 68.7 | |
| R1-Onevision2025.11 | 65.2 | 73.4 | 61.4 | 66.9 | |
| MM-Eureka2025.11 | 63.2 | 74.7 | 64.1 | 67.5 |