SOTA Long Video Understanding on LVBench and PapersWithCode

74.8Accuracy

AVP

Updated 3d ago

Evaluation Results

Method	Links
AVP 2025.12		74.8
AVP 2025.12		74.8
DVD 2025.12		74.2
DeepVideoDiscovery (DVD) 2025.12		74.2
Qwen-3-VL 2025.12		67.7
Gemini-2.5-Pro 2025.12		67.4
Seed-1.5-VL 2025.12		64.6
AVP 2025.12		63.8
Qwen3-VL-235B-A22B 2026.01		63.6
GPT-4.1 2025.12		63.4
L2-VMAS 2026.01		61.5
L2-VMAS 2026.01		60
VideoLucy 2025.12		58.8
VMAS 2026.01		58.4
Single 2026.01		58.1
VMAS 2026.01		57.5
Gemini-2.5-Flash 2025.12		56.7
Single 2026.01		55.4
AdaReTaKe 2025.12		53.3
GPT-4o 2026.02		48.9
GPT-4o 2025.12		48.9
GPT-4o 2025.12		48.9
Qwen2.5-VL-72B 2026.01		47.3
InternVL3.5-8B + MVP 2026.01		44.2
Video-RTS 2025.12		43.2
Qwen3-VL-8B-Thinking + MVP 2026.01		43
InternVL3.5-8B 2026.01		42.4
InternVL3.5-8B + MVP 2026.01		42.4
VideoZoomer 2025.12		41.5
VideoBrain 2026.02		41.3
Qwen3-VL-8B-Thinking 2026.01		41.3
Qwen2.5-VL-7B-Instruct + MVP 2026.01		41.1
Qwen3-VL-8B-Thinking + MVP 2026.01		39.8
Kangaroo 2025.12		39.4
Video-R1 2025.12		38.7
Qwen2.5-VL-7B-Instruct + MVP 2026.01		38.2
Qwen3-VL-8B-Thinking 2026.01		38.1
Jigsaw-7B 2026.01		38
Qwen2.5-VL-7B-Instruct 2026.01		37.5
InternVL3.5-8B 2026.01		37.3
Qwen2.5-VL 2025.12		36.9
FrameThinker 2026.02		36.6
Jigsaw-7B 2026.01		36.1
Video-R1 2026.02		35.3
VideoChat-R1 2026.02		34.3
Gemini-1.5-Pro 2026.02		33.1
Gemini-1.5-Pro 2025.12		33.1
Qwen2.5-VL-7B-Instruct 2026.01		32.9
Qwen3-VL-Instruct 2026.02		32.3
Qwen2.5-VL-Instruct 2026.02		31.6
VideoAgent 2025.12		29.3
VideoTree 2025.12		28.8
Gemini-2.5-Pro 2026.02		0.692
Gemini-2.0-Flash 2026.02		0.579
OmniVideo-R1 2026.02		0.519
Qwen3-Omni-30B-A3B-Instruct 2026.02		0.502
video-SALMONN 2+-7B 2026.02		0.497
Qwen3-Omni-30B-A3B-Thinking 2026.02		0.49
Qwen2.5-VL-72B 2026.02		0.473
InternVideo2.5-8B 2026.02		0.464
VideoLLaMA3-7B 2026.02		0.453
Qwen2.5-VL-7B 2026.02		0.453
GPT-4o 2026.02		0.308