| image-captioning-on-nocaps-val-overall | PLM-8B | #1 | CIDEr: 129.9 |
| video-question-answering-on-perception-test-test | PLM-8B | #1 | Accuracy: 82.7 |
| video-question-answering-on-tvbench | PLM-8B | #1 | Average Accuracy: 63.5 |
| video-question-answering-on-tvbench | PLM-3B | #3 | Average Accuracy: 58.9 |
| video-question-answering-on-tvbench | PLM-1B | #9 | Average Accuracy: 50.4 |
| visual-question-answering-vqa-on-textvqa-val | PLM-8B | #2 | Accuracy: 86.5 |
| visual-question-answering-vqa-on-seed-seedbench | PLM-8B | #3 | Accuracy: 79.3 |
| video-question-answering-on-mvbench | PLM-8B | #4 | Avg.: 77.1 |
| video-question-answering-on-next-qa | PLM-8B | #4 | Accuracy: 84.1 |
| video-question-answering-on-next-qa | PLM-3B | #6 | Accuracy: 83.4 |
| video-question-answering-on-next-qa | PLM-1B | #11 | Accuracy: 80.3 |
| video-question-answering-on-tempcompass-mcq | PLM-8B | #6 | Accuracy: 72.7 |
| video-question-answering-on-tomato | PLM-8B | #9 | Accuracy: 33.2 |
| zero-shot-video-question-answer-on-egoschema-fullset | PLM-8B | #9 | Accuracy: 68.8 |
| visual-question-answering-vqa-on-mme | PLM-8B | #17 | Score: 1989 |
| optical-character-recognition-ocr-on-ocrbench | PLM-8B | #20 | Score: 870 |
| visual-question-answering-vqa-on-realworldqa | PLM-8B | #25 | Accuracy: 75.0 |
| visual-question-answering-vqa-on-blink | PLM-8B | #36 | Accuracy: 56.0 |
| chart-question-answering-on-chartqa | PLM-8B | #42 | 1:1 Accuracy: 85.5 |
| multimodal-reasoning-on-mmmu | PLM-8B | #106 | Accuracy: 46.1 |