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Video Question-Answering on MLVU

74.5Accuracy

VideoChat-Flash

Updated 3d ago

Evaluation Results

Method	Links
VideoChat-Flash 2025.01		74.5
InternVideo2.5 (InternVL2.5+LRC) 2025.01		72.8
BIMBA-LLaVA 2025.03		71.37
LLaVA-Video 2025.03		70.8
InternVL2.5 2025.01		68.9
PAVE-7B (w/ video feature) 2025.03		67
LLaVA-OneVision 32 frames + BOLT 2025.03		66.8
LLaVA-OneVision 16 frames + BOLT 2025.03		65.8
Frame-Voyager 2025.03		65.6
LongVU 2025.01		65.4
LongVU 2025.03		65.4
Video-XL 2025.03		64.9
LLaVA-OneVision 2025.01		64.7
LLaVA-OneVision 2025.03		64.7
LLaVA-OV-7B 2025.03		64.7
GPT4-o 2025.01		64.6
LLaVA-OneVision 8 frames + BOLT 2025.03		63.4
LLaVA-OneVision 32 frames 2025.03		63.2
LLaVA-OneVision 16 frames 2025.03		61.2
Kangaroo 2025.03		61
LLaVA-OneVision 8 frames 2025.03		58.9
GPT4-V 2025.01		58.7
LongVA 2025.01		56.3
LongVA 2025.03		56.3
GPT4-o 2026.02		54.9
VideoChat2 2025.03		54.6
Weaver 2026.02		54.5
mPLUG-Owl3 2025.01		53.5
Qwen2.5-VL 2026.02		52.9
Weaver-SFT 2026.02		51.7
PAVE-0.5B (w/ video feature) 2025.03		51.6
BIMBA-LLAMA 2025.03		50.6
LLaVA-OV-0.5B 2025.03		50.3
VideoChat2-HD 2025.01		49.8
FrameMind 2026.02		48.6
VideoLLaMA2 2025.01		48.5
Video-LLaMA2 2025.03		48.5
Video-MTR 2026.02		48.4
LLaMA-3.2 (Video) 2025.03		47.61
PLLAVA 2025.03		47.31
Video-LLaVA 2025.03		47.3
Video-LLaVA 2025.03		47.3
BIMBA-LLaVA 2025.03		47.16
PLLAVA (LLaMA-3.2) 2025.03		46.56
ShareGPT4Video 2025.03		46.4
VideoRFT 2026.02		45
PLLAVA 2025.03		44.61
VideoChat2 2025.03		44.5
PixelReasonser 2026.02		43.9
Video-R1 2026.02		42.5
LLaVA-NeXT (Video) 2025.03		42.33
LLaMA-VID 2025.01		33.2
LLAMA-VID 2025.03		33.2