Online Video Understanding on OVO-Bench (test)
69.32RTVPGemini 1.5 Pro
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini 1.5 ProModel Category=Proprietary MLLMs2026.02 | 69.32 | 62.54 | 57.15 | 63 | |
| Qwen2VL-7B + FreshMemModel Category=Open-source Online Video MLLMs, Memory Enhancement=FreshMem2026.02 | 66.67 | 54.04 | 48.25 | 54.53 | |
| GPT-4oModel Category=Proprietary MLLMs2026.02 | 64.46 | 60.75 | 53.4 | 59.54 | |
| LLaVA-VideoModel Category=Open-source Offline Video MLLMs2026.02 | 63.34 | 41.68 | 54.17 | 53.06 | |
| LLaVA-OneVisionModel Category=Open-source Offline Video MLLMs2026.02 | 62.79 | 44.99 | 50.85 | 52.88 | |
| InternVL2-8BModel Category=Open-source Offline Video MLLMs2026.02 | 60.73 | 44 | 45.42 | 50.05 | |
| Qwen2VL-7BModel Category=Open-source Online Video MLLMs2026.02 | 60.65 | 49.13 | 48.86 | 52.19 | |
| LongVU-7BModel Category=Open-source Offline Video MLLMs2026.02 | 57.4 | 39.49 | 48.54 | 48.48 | |
| Dispider-7BModel Category=Open-source Online Video MLLMs2026.02 | 54.55 | 36.06 | 34.72 | 41.78 | |
| InternVL2-2B + FreshMemModel Category=Open-source Online Video MLLMs, Memory Enhancement=FreshMem2026.02 | 47.79 | 40.1 | 42.63 | 43.53 | |
| InternVL2-2BModel Category=Open-source Online Video MLLMs2026.02 | 44.92 | 34.55 | 41.93 | 41.22 | |
| Flash-VStreamModel Category=Open-source Online Video MLLMs2026.02 | 29.86 | 25.35 | 44.23 | 33.15 | |
| VideoLLM-onlineModel Category=Open-source Online Video MLLMs2026.02 | 20.79 | 17.73 | — | 12.84 |