| Benchmark | Model | Rank | Results |
|---|---|---|---|
| multimodal-reasoning-on-visulogic | VL-Cogito-7B with LEAD | #3 | Accuracy: 28.9 |
| mathematical-reasoning-on-mathverse | VL-Cogito-7B with LEAD | #15 | Accuracy: 55.1 |
| multimodal-reasoning-on-mathvista | VL-Cogito-7B with LEAD | #42 | Accuracy: 76.3 |
| visual-question-answering-vqa-on-realworldqa | VL-Rethinker-7B with LEAD | #45 | Accuracy: 71.2 |
| multimodal-reasoning-on-mathvision | VL-Rethinker-7B with LEAD | #46 | Accuracy: 33.1 |