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Long Video Understanding on Video-MME Long

81.9Accuracy

AVP

Updated 17d ago

Evaluation Results

Method	Links
AVP 2025.12		81.9
SiLVR 2025.12		77.7
Gemini-2.5-Pro 2025.12		77.6
Gemini-1.5-pro 2026.01		77.4
AVP 2025.12		76.7
LVAgent 2025.12		74.3
GPT-5 2026.07		74.3
GPT-4o 2026.01		72.1
OmniMem 2026.05		70.2
OmniMem 2026.05		69.6
Gemini-2.5-Flash 2025.12		69.1
PyraVid 2026.05		69.1
Gemini-1.5-Pro 2026.02		67.4
Gemini-1.5-Pro 2026.04		67.4
DeepVideoDiscovery (DVD) 2025.12		67.3
VideoLucy 2025.12		66.8
Light-Omni 2026.07		66.1
WorldMM-8B 2026.07		66
GPT-4o 2026.02		65.3
GPT-4o 2025.12		65.3
GPT-4o 2026.04		65.3
OmniMem 2026.05		65.2
StreamMem 2026.05		65.1
AdaReTaKe 2025.12		65
HERMES 2026.05		65
Qwen2.5VL-72B 2026.01		64.6
Uniform 2026.05		64.6
InfiniPot-V 2026.05		64.5
OmniMem 2026.05		64.4
Seed1.5VL-pro 2026.01		63.3
Gemini-2.0-Flash 2026.05		62.6
StreamMem 2026.05		61.9
M3-Agent 2026.07		61.8
HERMES 2026.05		61.6
Qwen3-VL-8B 2026.07		61
InfiniPot-V 2026.05		60.6
Uniform 2026.05		59.9
LongVU 2025.12		59.5
PyraVid 2026.05		59.5
Video-Zero 2026.05		57.7
FrameMind 2025.12		57.5
Video-Zero 2026.05		57
Video-Zero 2026.05		56.7
VisPlay 2026.05		56.6
Video-Zero 2026.05		56.6
VisPlay 2026.05		56.4
V-Zero 2026.05		56
V-Zero 2026.05		56
VisPlay 2026.05		55.9
V-Zero 2026.05		55.9
Video-Zero 2026.05		55.9
Base Model 2026.05		55.7
Gemini 2.5 Pro 2026.07		55.7
VideoChat-Flash-7B 2026.04		55.4
VisPlay 2026.05		55.4
Video-RAG 2026.07		55.4
M3-Agent 2026.05		55.3
Qwen2.5-Omni-7B 2026.07		55.3
V-Zero 2026.05		55
Video-XL-7B 2026.01		54.9
VisPlay 2026.05		54.9
V-Zero 2026.05		54.3
VideoTree 2025.12		54.2
Video-RTS 2025.12		54.1
VideoThinker 2026.01		53.7
Video-Zero 2026.05		53.7
Video-Zero 2026.05		53.6
GPT-4V 2026.04		53.5
Video-Zero 2026.05		53.3
Video-Zero 2026.05		53.3
Video-Zero 2026.05		53.3
VisPlay 2026.05		53.2
Video-Zero 2026.05		53.2
V-Zero 2026.05		52.8
Video-Zero 2026.05		52.8
InternVL3.5-4B 2026.05		52.4
Video-R1-7B 2026.01		52.2
Video-Zero 2026.05		52.2
LongVILA-7B 2026.01		52.1
V-Zero 2026.05		52.1
V-Zero 2026.05		52
V-Zero 2026.05		51.9
V-Zero 2026.05		51.9
OmniMem 2026.05		51.9
VisPlay 2026.05		51.8
VisPlay 2026.05		51.8
Video-Zero 2026.05		51.8
Base Model 2026.05		51.6
Video-Zero 2026.05		51.3
VisPlay 2026.05		51.1
HERMES 2026.05		50.5
VisPlay 2026.05		50.4
InfiniPot-V 2026.05		50.3
mPLUG-Owl3 2026.04		50.1
Uniform 2026.05		50.1
Qwen2.5VL-7B 2026.01		50
VideoBrain 2026.02		49.8
StreamMem 2026.05		49.8
Video-R1 2026.02		48.2
VideoAgent 2026.01		48.1

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