| visual-question-answering-vqa-on-seed-seedbench | NEO-ov 9B | #9 | Accuracy: 76.6 |
| video-question-answering-on-videommmu | NEO-ov (8B) | #11 | Accuracy: 51.6 |
| visual-question-answering-vqa-on-mmbench-en | NEO-ov 9B | #14 | Accuracy: 85.1 |
| visual-question-answering-vqa-on-hallusionbench-average-accuracy | NEO-ov 9B | #15 | Accuracy: 59.8 |
| visual-question-answering-vqa-on-blink | NEO-ov 9B | #24 | Accuracy: 62.8 |
| video-question-answering-on-mvbench | NEO-ov 9B | #26 | Avg.: 70.7 |
| video-question-answering-on-video-mmmu | NEO-ov 9B | #30 | Accuracy: 51.6 |
| visual-question-answering-on-docvqa-test | NEO-ov 9B | #31 | ANLS: 0.919 |
| zero-shot-video-question-answer-on-video-mme-w-o-subs | NEO-ov 9B | #32 | Accuracy (%): 67.4 |
| chart-question-answering-on-chartqa | NEO-ov 9B | #36 | 1:1 Accuracy: 86.2 |
| video-question-answering-on-mlvu | NEO-ov 9B | #38 | Accuracy: 69.3 |
| multimodal-reasoning-on-mmmu | NEO-ov 9B | #40 | Accuracy: 68.1 |
| video-question-answering-on-lvbench | NEO-ov 9B | #42 | Accuracy: 46.4 |
| optical-character-recognition-ocr-on-ocrbench | NEO-ov 9B | #49 | Score: 816 |
| vision-language-understanding-on-mmstar | NEO-ov 9B | #51 | Accuracy: 67.3 |
| visual-question-answering-vqa-on-realworldqa | NEO-ov 9B | #60 | Accuracy: 67.8 |