Proactive Video Understanding on OVO-Bench
4.4FAR TimeVideoLLM-Online
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VideoLLM-OnlineParams=8B2026.05 | 4.4 | 0.4 | 0.1 | |
| StreamoParams=3B2026.05 | 11.5 | 7.7 | 5.4 | |
| MiniCPM-o-4.5Params=9B2026.05 | 15.6 | 10.6 | 8.4 | |
| MMDuet2Params=3B2026.05 | 33.5 | 18.1 | 6.5 | |
| StreamPro-GRPOParams=3B, Backbone=Qwen2.5-VL-3B, Sampling FPS=1, Sliding Window Size=2002026.05 | 37.2 | 51.5 | 17.6 | |
| StreamPro-SFTParams=3B, Backbone=Qwen2.5-VL-3B, Sampling FPS=1, Sliding Window Size=2002026.05 | 41.6 | 25.4 | 9.5 | |
| StreamPro-SFTParams=4B, Backbone=Qwen3-VL-4B, Sampling FPS=1, Sliding Window Size=2002026.05 | 41.6 | 32.2 | 17.3 | |
| MMDuetParams=7B2026.05 | 42.5 | 19.2 | 5.7 | |
| StreamPro-GRPOParams=4B, Backbone=Qwen3-VL-4B, Sampling FPS=1, Sliding Window Size=2002026.05 | 44.2 | 33.9 | 20.6 |