| Benchmark | Model | Rank | Results |
|---|---|---|---|
| temporal-relation-extraction-on-vinoground | MA-LMM-Vicuna-7B | #12 | Text Score: 23.8Video Score: 25.6Group Score: 6.8 |
| video-captioning-on-youcook2 | MA-LMM | #11 | CIDEr: 1.31METEOR: 17.6 |
| video-classification-on-breakfast | MA-LMM | #2 | Accuracy (%): 93.0 |
| video-classification-on-coin-1 | MA-LMM | #2 | Accuracy (%): 93.2 |
| video-question-answering-on-activitynet-qa | MA-LMM | #3 | Accuracy: 49.8 |
| video-question-answering-on-msrvtt-qa | MA-LMM | #4 | Accuracy: 48.5 |
| visual-question-answering-on-msvd-qa-1 | MA-LMM | #1 | Accuracy: 0.606 |