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This work presents video depth anything based on depth anything v2, which can be applied to arbitrarily long videos without compromising quality, consistency, or generalization ability We design an enhance block as a parallel branch It is designed to comprehensively assess the capabilities of mllms in processing video data, covering a wide range of visual domains, temporal durations, and data modalities.

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Unlike previous models that serve as offline mode (querying/responding to a full video), our model supports online interaction within a video stream

It can proactively update responses during a stream, such as recording activity changes or helping with the next steps in real time. Wan2.1 offers these key features:

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