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Prompt-conditional generation on MS-COCO 1024x1024

55.65ISPixArt-Sigma-XL
50.689251.977153.26554.5529Mar 20, 2026

Evaluation results

MethodLinks
PixArt-Sigma-XLNFE=50, MACs=107.8T, Speed=1×2026.0355.6524.3331.27
Timestep-Aware Block MaskingNFE=50, Extra Data=✗, Training Time=4.2h, MACs=71.9T, Speed=1.43×2026.0355.5222.9731.45
DitFastAttnNFE=50, Extra Data=✗, Training Time=0.3h, Speed=1.24×2026.0352.7423.9431.18
PixArt-Sigma-XLNFE=38, Extra Data=✗, Training Time=✗, MACs=81.9T, Speed=1.32×2026.0350.8824.8930.02