EvoStreaming adapts offline VideoLLMs to streaming video by self-generating 1000 interaction trajectories, improving RealStreamEval scores by up to 10.8 points across five backbones while preserving offline performance.
This matches the consistent gains we observe across Qwen2/2.5/3-VL, InternVL-3.5, and MiniCPM-V4.5 in Table 2
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EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant
EvoStreaming adapts offline VideoLLMs to streaming video by self-generating 1000 interaction trajectories, improving RealStreamEval scores by up to 10.8 points across five backbones while preserving offline performance.