Video Instruction Tuning With Synthetic Data

Benchmark Model Rank Results
3d-question-answering-3d-qa-on-sqa3dLLaVA-Video–Exact Match: 48.5
video-question-answering-on-implicitqaLLaVA-Video - 7B–Average Accuracy: 42.1Macro Average Accuracy: 46.3
video-question-answering-on-next-qaLLaVA-Video–Accuracy: 83.2
video-question-answering-on-tvbenchLLaVA-Video 72B–Average Accuracy: 50.0
video-question-answering-on-tvbenchLLaVA-Video 7B–Average Accuracy: 45.6
visual-question-answering-vqa-on-vlm2-benchLLaVA-Video-7B–GC-mat: 18.53GC-trk: 12.79OC-cpr: 54.72OC-cnt: 62.47…
zero-shot-video-question-answer-on-longvideobenchLLaVA-Video–Accuracy (% ): 61.9