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ResearchFormerly WizWand

Text-to-Image Generation on MS-COCO 512x512 (val)

20.69FIDDyWeight
18.5532.99547.4461.885Mar 12, 2026Mar 30, 2026Apr 18, 2026May 6, 2026May 25, 2026Jun 12, 2026Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DyWeightNFE=7, Base Model=FLUX.1-dev2026.0320.6926.49—————
DyWeightNFE=5, Base Model=FLUX.1-dev2026.0321.0226.73—————
DPM-Solver++(2M)NFE=5, Base Model=FLUX.1-dev2026.0321.8126.38—————
DPM-Solver++(2M)NFE=7, Base Model=FLUX.1-dev2026.0322.1826.2—————
iPNDM(2M)NFE=7, Base Model=FLUX.1-dev2026.0322.2226.17—————
iPNDM(2M)NFE=5, Base Model=FLUX.1-dev2026.0325.0326.37—————
DyWeightNFE=3, Base Model=FLUX.1-dev2026.0342.6925.43—————
iPNDM(2M)NFE=3, Base Model=FLUX.1-dev2026.0348.4624.83—————
DiT-PruningSparsity=20%, Params (B)=9.54, Resolution=512x5122026.0763.120.15537.73-0.813298.597383.9
DenseSparsity=0%, Params (B)=11.9, Resolution=512x5122026.0763.410.15439.13-0.801298.6875—
WandaSparsity=20%, Params (B)=9.54, Resolution=512x5122026.0763.580.15537.37-0.812299.057279.3
DPM-Solver++(2M)NFE=3, Base Model=FLUX.1-dev2026.0363.6424.4—————
MagnitudeSparsity=20%, Params (B)=9.53, Resolution=512x5122026.0763.820.15536.45-0.811300.947471.7
DiT-PruningSparsity=40%, Params (B)=7.17, Resolution=512x5122026.0764.140.15836.53-0.824299.667168.4
WandaSparsity=40%, Params (B)=7.17, Resolution=512x5122026.0765.730.15634.38-0.836305.196661.6
DiT-PruningSparsity=50%, Params (B)=5.98, Resolution=512x5122026.0766.150.15833.29-0.863304.466458.8
MagnitudeSparsity=40%, Params (B)=7.16, Resolution=512x5122026.0766.580.15729.94-0.916306.877154.6
MagnitudeSparsity=50%, Params (B)=5.97, Resolution=512x5122026.0769.180.15626.77-1.139308.315849.5
WandaSparsity=50%, Params (B)=5.98, Resolution=512x5122026.0774.190.15826.63-0.915310.664949.5