Real-time Streaming on OVO-Bench
71.3RTVPStreamBridge
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| StreamBridgeVenue=NeurIPS’25, Params=7B, Memory=False2026.05 | 71.3 | 68.1 | 69.9 | |
| StreamPro-SFTVenue=-, Params=4B, Memory=False2026.05 | 67.9 | 46 | 58.5 | |
| StreamPro-GRPOVenue=-, Params=4B, Memory=False2026.05 | 66.9 | 45.2 | 57.6 | |
| ViSpeakVenue=ICCV’25, Params=7B, Memory=False2026.05 | 66.3 | 57.5 | 62.5 | |
| Streamo-7BVenue=CVPR’26, Params=7B, Memory=False2026.05 | 66 | 46.1 | 57.5 | |
| Thinking-QwenVLVenue=ICLR’26, Params=7B, Memory=False2026.05 | 64.7 | 44.3 | 55.9 | |
| StreamPro-GRPOVenue=-, Params=3B, Memory=False2026.05 | 62.5 | 34.9 | 50.7 | |
| StreamingVLMVenue=ICLR’26, Params=7B, Memory=True2026.05 | 62 | — | — | |
| StreamPro-SFTVenue=-, Params=3B, Memory=False2026.05 | 62 | 40 | 52.5 | |
| QueryStreamVenue=ICLR’26, Params=7B, Memory=True2026.05 | 61.4 | 42.1 | 53.1 | |
| StreamAgentVenue=ICLR’26, Params=7B, Memory=True2026.05 | 61.3 | 41.7 | 52.9 | |
| StreamForestVenue=NeurIPS’25, Params=7B, Memory=True2026.05 | 61.2 | 52 | 57.3 | |
| Streamo-3B†Venue=CVPR’26, Params=3B, Memory=False2026.05 | 60.9 | 40.5 | 52.1 | |
| TimeChat-OnlineVenue=MM’25, Params=7B, Memory=False2026.05 | 58.6 | 42 | 51.5 | |
| DispiderVenue=CVPR’25, Params=7B, Memory=False2026.05 | 54.6 | 36.1 | 46.7 | |
| Flash-VStreamVenue=ICCV’25, Params=7B, Memory=True2026.05 | 28.4 | 27.4 | 28 | |
| VideoLLM-OnlineVenue=CVPR’24, Params=8B, Memory=False2026.05 | 20.8 | 17.7 | 19.5 |