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Long Video Question Answering on MLVU multiple-choice questions

0.649AccuracyVideoXL
0.242360.347930.45350.55907Jan 6, 2025

Evaluation results

MethodLinks
VideoXLLLM Size=7B, Frames=1282025.010.649
Video-CCAMLLM Size=14B, Frames=962025.010.631
DispiderLLM Size=7B, Frames=1 FPS2025.010.617
KangarooLLM Size=8B, Frames=642025.010.61
LongVALLM Size=7B, Frames=1282025.010.563
Video-LLaMA2LLM Size=7B, Frames=162025.010.485
VideoChat2LLM Size=7B, Frames=162025.010.479
Video-LLaVALLM Size=7B, Frames=82025.010.473
ShareGPT4VideoLLM Size=8B, Frames=162025.010.464
LLaMA-VIDLLM Size=7B, Frames=1 FPS2025.010.332
TimeChatLLM Size=7B, Frames=962025.010.309
MovieChatLLM Size=7B, Frames=20482025.010.258