Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing

Benchmark Model Rank Results
zero-shot-video-question-answer-on-egoschema-fullsetNVILA-8B-HD-Video#12Accuracy: 66.9
video-question-answering-on-mlvuNVILA-8B-HD-Video#30Accuracy: 71.6
video-question-answering-on-mvbenchNVILA-8B-HD-Video#33Avg.: 69.7