First Incorrect Step Identification on MathVision
26.2FISI F1 ScoreTIM-PRM-8B
Evaluation results
| Method | Links | |
|---|---|---|
| TIM-PRM-8BModel=TIM-PRM-8B2025.11 | 26.2 | |
| TIM-PRM-2BModel=TIM-PRM-2B2025.11 | 22.4 | |
| Qwen3-VL-8BModel=Qwen3-VL-8B2025.11 | 18.2 | |
| MM-PRM-8BModel=MM-PRM-8B2025.11 | 15.2 | |
| VisualPRM-8BModel=VisualPRM-8B2025.11 | 10.2 | |
| Qwen3-VL-2BModel=Qwen3-VL-2B2025.11 | 7.9 |