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autoregressive video generation 1frequency-domain analysis 1long-horizon stability 1spectral self-anchoring 1training-free methods 1

From the 1 of 22 linked papers with an AI index.

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20242026
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cs.AI2025

UmniBench: Unified Understand and Generation Model Oriented Omni-dimensional Benchmark

Kai Liu, Leyang Chen, Wenbo Li +5

Unifying multimodal understanding and generation has shown impressive capabilities in cutting-edge proprietary systems. However, evaluations of unified multimodal models (UMMs) rem…