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Long Video Understanding on MLVU 3-120 min

82.1Accuracy

Seed1.5-VL

Updated 1mo ago

Evaluation Results

Method	Links
Seed1.5-VL 2025.12		82.1
Gemini-2.5-Pro 2025.12		81.2
Eagle2.5 2025.12		77.6
VideoMem* 2025.12		77.4
Video-XL2 2025.12		74.8
Qwen2.5-VL 2025.12		74.6
VideoLLaMA3 2025.12		73
Qwen3-VL* 2025.12		71.6
Flow4Agent 2025.12		71.4
Apollo 2025.12		70.9
LLaVA-video 2025.12		70.8
Qwen2.5-VL 2025.12		70.2
InternVL3.5 2025.12		70.2
NVILA 2025.12		70.1
Thinking-QwenVL 2026.04		68.3
Qwen2.5-VL-7B 2026.04		66.9
Video-XL-7B 2026.04		64.9
LLaVA-Onevision 2025.12		64.7
GPT-4o 2025.12		64.6
Video-CCAM-14B 2026.04		63.1
TimeChat-Online-7B 2026.04		62.6
VISTA-7B 2026.04		62.1
Dispider-7B 2026.04		61.7
Kangaroo-7B 2026.04		61
Thinking-QwenVL 2026.04		59.6
LongVA 2025.12		56.3
LongVA-7B 2026.04		56.3
VideoNSA 2025.12		51.8
GPT-4V 2025.12		49.2
VideoLLaMA2 2025.12		48.5
VideoChat2-7B 2026.04		47.9
Video-LLaVA 2025.12		47.3
ShareGPT4Video 2025.12		46.4
LLaVA-Next-Video 2025.12		39.3
LLaMA-VID-7B 2026.04		33.2
MovieChat-7B 2026.04		25.8