SOTA Long-form Video Understanding on LongVideoBench (Accuracy) and PapersWithCode

74.4Accuracy

Seed1.5-VL

Updated 3d ago

Evaluation Results

Method	Links
Seed1.5-VL 2025.05		74.4
Seed1.5-VL 2025.05		74
InternVL3.5-241B-A28B 2026.01		67.1
GPT-4o 2024.09		66.7
GPT-4o 2025.05		66.7
GPT-4o 2026.02		66.7
GPT-4o 2025.12		66.7
GPT-4o 2025.12		66.7
Gemini-1.5-Pro 2024.09		64.4
Gemini-1.5-Pro 2026.02		64
Gemini-1.5-pro 2025.12		64
Gemini-1.5-pro 2025.12		64
Qwen3-VL-8B-Thinking + MVP 2026.01		63.8
Qwen3-VL-8B-Thinking 2026.01		62.9
Oryx 2024.09		62.2
InternVL3.5 2026.02		62.1
Oryx-1.5 2024.09		62
Qwen3-VL-8B-Thinking + MVP 2026.01		62
LLaVA-Video 2026.02		61.9
Demo-ICL (SFT) 2026.02		61.6
VidLaDA 2026.01		61.4
LLaVA-OneVision 2024.09		61.3
LLaVA-OneVision 2026.02		61.3
Demo-ICL 2026.02		61.2
InternVL3.5-8B + MVP 2026.01		61
GPT-4V 2024.09		60.7
Qwen2.5-VL 2026.02		60.7
Ola-Video (Base) 2026.02		60.7
Qwen2.5-VL-72B 2026.01		60.7
Qwen2.5-VL 2026.01		60.2
InternVL2.5 2026.01		60
VideoLLaMA3 2026.02		59.8
Qwen3-VL-8B-Thinking 2026.01		59.6
InternVL3.5-8B + MVP 2026.01		59.5
Streamo-7B 2025.12		59.2
Streamo-7B 2025.12		59.2
StreamingVLM-7B 2025.12		59
StreamingVLM-7B 2025.12		59
LLaDA-V 2026.01		58.6
Qwen2.5-VL-7B-Instruct + MVP 2026.01		58.6
GPT-4o 2026.02		58.5
LLaVA-Video 2026.02		58.2
LLaVA-Video 2026.01		58.2
LLaVA-OneVision 2026.01		56.5
Streamo-2B 2025.12		56.5
Oryx-1.5 2024.09		56.3
LLaVA-OneVision 2026.02		56.3
Jigsaw-7B 2026.01		56.2
Streamo-3B 2025.12		56.2
Streamo-3B 2025.12		56.2
Streamo-4B 2025.12		56.1
Qwen2.5-VL 2026.02		56
Qwen2.5-VL-7B 2025.12		56
Qwen2.5-VL-7B 2025.12		56
Qwen2.5-VL-7B-Instruct + MVP 2026.01		55.9
InternVL3.5-8B 2026.01		55.6
InternVL3-2B 2025.12		55.4
Oryx 2024.09		55.3
Gemini-1.5-Pro 2026.02		55.2
ET-Instruct-3B† 2025.12		54.9
Kangaroo 2024.09		54.8
Qwen2.5-VL-3B 2025.12		54.2
Qwen2.5-VL-3B 2025.12		54.2
VideoBrain 2026.02		53.3
PLLaVA 2024.09		53.2
Jigsaw-7B 2026.01		53.2
Qwen3-VL-4B 2025.12		53.2
InternVL3.5-8B 2026.01		53
FrameThinker 2026.02		52.9
Video-R1 2026.02		52.7
Qwen2.5-VL-7B-Instruct 2026.01		51.4
ET-Instruct-3B 2025.12		51.2
LLaVA-Next-Video 2024.09		50.5
GPT-4V 2026.02		49.2
VideoChat-R1 2026.02		49.1
Qwen2.5-VL-7B-Instruct 2026.01		48
Qwen3-VL-Instruct 2026.02		45.2
LLaVA-NeXT-Video 2026.01		43.5
Qwen2.5-VL-Instruct 2026.02		43.2
ShareGPT4Video 2026.02		39.7
VideoLLaMA2 2026.02		36
VideoChat2 2026.01		36