Offline Video Understanding on LongVideo-Bench
66.7AccuracyGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4oModel Category=Offline Video-LLMs / LVLMs2026.06 | 66.7 | |
| Gemini-1.5-ProModel Category=Offline Video-LLMs / LVLMs2026.06 | 64 | |
| InternVL2.5Model Category=Offline Video-LLMs / LVLMs2026.06 | 60 | |
| GPT-4VModel Category=Offline Video-LLMs / LVLMs2026.06 | 59.1 | |
| LLaVA-OneVisionModel Category=Offline Video-LLMs / LVLMs2026.06 | 56.3 | |
| MovieChatModel Category=Online Assistants2026.06 | 56.3 | |
| LiveStarProModel Category=Online Assistants2026.06 | 56.3 | |
| Qwen2.5-VLModel Category=Offline Video-LLMs / LVLMs2026.06 | 56 | |
| Qwen2.5-VLModel Scale=3B, Implementation Source=Original2025.12 | 54.2 | |
| MMDuet2Training Stage=SFT, Implementation Source=Our implementation2025.12 | 53.3 | |
| Qwen2.5-VLModel Scale=3B, Implementation Source=Our implementation2025.12 | 53.1 | |
| MMDuet2Training Stage=RL, Implementation Source=Our implementation2025.12 | 52.7 | |
| LLaVA-NeXT-VideoModel Category=Offline Video-LLMs / LVLMs2026.06 | 49.1 |