Ablation Studies

Two key ablations: (1) Global sparse attention vs. Local-constrained sparse attention; (2) Reconstruction Comparison: WanVAE Decoder vs. TC Decoder.

Attention Mechanism

Comparison between Global Sparse Attention and Local-Constrained Sparse Attention

Decoder Comparison

WanVAE Decoder vs. Tiny Conditional (TC) Decoder

Method Comparisons

View detailed comparisons with other state-of-the-art methods

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