Tool-augmented Visual Reasoning on Visual Reasoning Tasks
0.2Average Tool CallsOpenThinkIMG
Evaluation results
| Method | Links | |
|---|---|---|
| OpenThinkIMGTask Diversity=Chart-only, Multi-Step Chain=No, Stepwise Reward=No, Reflection=No2026.05 | 0.2 | |
| VTool-R1Task Diversity=Chart-only, Multi-Step Chain=No, Stepwise Reward=No, Reflection=No2026.05 | 1 | |
| DeepEyes-v2Task Diversity=General VQA, Multi-Step Chain=Limited, Stepwise Reward=No, Reflection=No2026.05 | 1 | |
| DeepSketcherTask Diversity=Drawing, Multi-Step Chain=Limited, Stepwise Reward=No, Reflection=No2026.05 | 1 | |
| InterSketchTask Diversity=12 task types, Multi-Step Chain=Yes, Stepwise Reward=Yes, Reflection=Yes2026.05 | 3 |