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Real-Time Visual Understanding +
Attribute Perception Object Perception Action Perception Event Understanding Causal Reasoning Prospective Reasoning Counting Text-Rich Understanding Clips Summarization Spatial Understanding
Omni-Source Understanding +
Multimodal Alignment Source Discrimination Emotion Recognition Scene Understanding
Contextual Understanding +
Anomaly Context Understanding Misleading Context Understanding Proactive Output Sequential Question Answering

Model Response

Model Response +
GPT-4o Claude 3.5 sonnet Gemini 1.5pro LLaVA-OneVision MiniCPM-V 2.6 Qwen2-VL InternVL-V2 Kangaroo LongVA VILA-1.5 Video-CCAM VideoLLaMA 2 LLaVA-NEXT-Video Flash-VStream
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