Common and General Video Commentary on Ego4D
45.82F1Proact-VL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Proact-VLModel Category=Real-Time Proactive Model2026.03 | 45.82 | 63.43 | 7.21 | 5.42 | 0.32 | 33.66 | |
| Proact-VLModel Category=Real-Time Proactive Model2026.03 | 45.82 | 63.43 | — | — | — | — | |
| LivestarModel Category=Proactive Models2026.03 | 23.53 | 11.94 | 4.53 | 2.78 | 24.75 | 4.66 | |
| LivestarModel Category=Proactive Models2026.03 | 23.53 | 11.94 | — | — | — | — | |
| VideoLLM-onlineModel Category=Proactive Models2026.03 | 17.9 | 13.06 | 3.73 | 2.28 | 16.64 | 0.8 | |
| VideoLLM-onlineModel Category=Proactive Models2026.03 | 17.9 | 13.06 | — | — | — | — | |
| LiveCC-7B-InstructModel Category=Real-Time Models2026.03 | 17.12 | 11.57 | 3.39 | 3.59 | 8.43 | 12.28 | |
| LiveCC-7B-InstructModel Category=Real-Time Models2026.03 | 17.12 | 11.57 | — | — | — | — | |
| GPT-4oModel Category=Offline Models2026.03 | 16.36 | 50 | 5.02 | 4.35 | 15.23 | 14.93 | |
| GPT-4oModel Category=Offline Models2026.03 | 16.36 | 50 | — | — | — | — | |
| StreamingVLMModel Category=Real-Time Models2026.03 | 16.12 | 6.72 | 3.13 | 2.73 | 12.4 | 1.91 | |
| StreamingVLMModel Category=Real-Time Models2026.03 | 16.12 | 6.72 | — | — | — | — | |
| LiveCC-7B-BaseModel Category=Real-Time Models2026.03 | 14.94 | 12.69 | 3.45 | 3.44 | 34.7 | 6.75 | |
| LiveCC-7B-BaseModel Category=Real-Time Models2026.03 | 14.94 | 12.69 | — | — | — | — | |
| Gemini 2.5 ProModel Category=Offline Models2026.03 | 14.55 | — | 3.32 | 3.55 | 46.21 | 15.64 | |
| Gemini 2.5 ProModel Category=Offline Models2026.03 | 14.55 | — | — | — | — | — | |
| MMDuetModel Category=Proactive Models2026.03 | 7.41 | 23.88 | 3.68 | 3.28 | 35.05 | 11.24 | |
| MMDuetModel Category=Proactive Models2026.03 | 7.41 | 23.88 | — | — | — | — |