| mathematical-reasoning-on-mathverse | PointThinker-7B (extra data) | – | Accuracy: 45.9 |
| multimodal-reasoning-on-mathvision | PointThinker-7B (extra data) | – | Accuracy: 28.1 |
| multimodal-reasoning-on-mathvista | PointThinker-7B (extra data) | – | Accuracy: 74.2 |
| multimodal-reasoning-on-mmmu | PointThinker-7B (extra data) | – | Accuracy: 59.3 |
| spatial-reasoning-on-vsi-bench | PointThinker-7B (extra data) | – | Accuracy: 37.7 |
| video-question-answering-on-mmvu | PointThinker-7B (extra data) | – | Accuracy: 66.1 |
| video-question-answering-on-mvbench | PointThinker-7B (extra data) | – | Avg.: 66.2 |
| video-question-answering-on-tempcompass-overall | PointThinker-7B (extra data) | – | Accuracy: 74.7 |
| video-question-answering-on-videommmu | PointThinker-7B (extra data) | – | Accuracy: 53.0 |
| vision-language-understanding-on-mmstar | PointThinker-7B (extra data) | – | Accuracy: 66.8 |
| zero-shot-video-question-answer-on-video-mme-w-o-subs | PointThinker-7B (extra data) | – | Accuracy (%): 62.5 |