Model results

SparsePR on Cosmos-Predict2.5-14B.

SparsePR preserves physical-world prediction quality while reducing executed attention pairs on Cosmos-Predict2.5-14B.

22.14%executed-pair density

1.51×end-to-end speedup

26.328PSNR

0.942SSIM

77.75PBench

Image-to-world · native 720p class

6 VBench + 4 PBench · metric-selected

Prompt

A view of a star trail in the night sky.

VBench40.33 dB

Prompt

An aerial view of a rocky beach in Indonesia.

VBench26.19 dB

Prompt

A butterfly sits on top of a purple flower.

VBench19.82 dB

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