| video-question-answering-on-ovo-bench | Dispider-7B | – | Real-Time Visual Perception: 54.55Backward Tracing: 36.06… |
| video-question-answering-on-ovo-bench | Flash-VStream-7B | – | Real-Time Visual Perception: 28.37Backward Tracing: 27.38… |
| video-question-answering-on-ovo-bench | GPT-4o | – | Real-Time Visual Perception: 64.46Backward Tracing: 60.75… |
| video-question-answering-on-ovo-bench | Gemini 1.5 Pro | – | Real-Time Visual Perception: 69.32Backward Tracing: 62.54… |
| video-question-answering-on-ovo-bench | InternVL2-8B | – | Real-Time Visual Perception: 60.39Backward Tracing: 43.44… |
| video-question-answering-on-ovo-bench | LLaVA-OneVision-7B | – | Real-Time Visual Perception: 64.02Backward Tracing: 43.71… |
| video-question-answering-on-ovo-bench | LLaVA-Video-7B | – | Real-Time Visual Perception: 63.52Backward Tracing: 40.4… |
| video-question-answering-on-ovo-bench | LongVU-7B | – | Real-Time Visual Perception: 57.61Backward Tracing: 35.01… |
| video-question-answering-on-ovo-bench | Qwen2-VL-72B | – | Real-Time Visual Perception: 61.92Backward Tracing: 56.95… |
| video-question-answering-on-ovo-bench | Qwen2-VL-7B | – | Real-Time Visual Perception: 55.98Backward Tracing: 46.46… |
| video-question-answering-on-ovo-bench | VideoLLM-online-8B | – | Real-Time Visual Perception: 20.79Backward Tracing: 17.73 |