Proactive Alerting on StreamingBench
41.73PrecisionVideoChat-R1.5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VideoChat-R1.5Evaluation Protocol=Streaming frame-by-frame2026.05 | 41.73 | 27.16 | 24.28 | 82.67 | 15.7 | |
| Qwen3VL-8bEvaluation Protocol=Streaming frame-by-frame2026.05 | 41.02 | 38.76 | 31.49 | 83.83 | 21.07 | |
| Qwen3VL-30B-A3BEvaluation Protocol=Streaming frame-by-frame2026.05 | 40.14 | 32.12 | 31.13 | 88.27 | 21.47 | |
| Qwen2.5VL-72BEvaluation Protocol=Streaming frame-by-frame2026.05 | 39.49 | 36.52 | 31.06 | 84.8 | 22.02 | |
| Qwen2.5VL-32BEvaluation Protocol=Streaming frame-by-frame2026.05 | 35.93 | 25.32 | 23.68 | 80.8 | 16.76 | |
| ProAct-StreamTraining Strategy=SFT, Backbone=Qwen3VL-8B, Evaluation Protocol=Streaming frame-by-frame2026.05 | 34.14 | 54.32 | 35.43 | 83.62 | 25.11 | |
| Qwen2.5VL-7BEvaluation Protocol=Streaming frame-by-frame2026.05 | 33.65 | 29.6 | 20.04 | 76 | 13.77 | |
| TimeChatOnline-7BEvaluation Protocol=Streaming frame-by-frame2026.05 | 33.06 | 13.32 | 12.84 | 78 | 9.3 | |
| VideoRFT-7BEvaluation Protocol=Streaming frame-by-frame2026.05 | 31.06 | 40.4 | 20.34 | 74.93 | 13.29 | |
| Qwen3VL-4BEvaluation Protocol=Streaming frame-by-frame2026.05 | 30.42 | 50.8 | 31.81 | 77.47 | 21.6 | |
| Qwen2.5vl-3BEvaluation Protocol=Streaming frame-by-frame2026.05 | 2.78 | 4.4 | 1.76 | 67.07 | 3.49 |