Response Quality on Live Gaming Benchmark Co-Commentary
0.71Time DifferenceProact-VL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Proact-VLModel Category=Real-Time Proactive Model2026.03 | 0.71 | 7.01 | 77.44 | |
| LiveCC-7B-InstructModel Category=Real-Time Models2026.03 | 2.01 | 3.9 | 61.26 | |
| StreamingVLMModel Category=Real-Time Models2026.03 | 2.28 | 0.6 | 52.37 | |
| Gemini 2.5 ProModel Category=Offline Models2026.03 | 2.77 | 5.38 | 56.86 | |
| GPT-4oModel Category=Offline Models2026.03 | 3.42 | 3.31 | 58.8 | |
| LiveCC-7B-BaseModel Category=Real-Time Models2026.03 | 8.87 | 5.43 | 43.25 | |
| VideoLLM-onlineModel Category=Proactive Models2026.03 | 8.95 | 0 | 8.16 | |
| MMDuetModel Category=Proactive Models2026.03 | 23.54 | 0 | 0.16 | |
| LivestarModel Category=Proactive Models2026.03 | 23.71 | 3.53 | 0.17 |