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ResearchFormerly WizWand

Text-to-image generation on COCO 5K (Patch FID-T, HPSv2)

0.331CLIP ScoreSD 3.5
0.3161280.3199890.323850.327711May 31, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SD 3.5#NFE=80, Teacher Model=Stable Diffusion 3.5 Large2025.050.331—0.299322.981.1629
SDXL#NFE=80, Teacher Model=Stable Diffusion XL2025.050.3293—0.29322.670.8719
Ours-SD 3.5 (Euler)#NFE=4, Teacher Model=Stable Diffusion 3.5 Large, Sampling Method=Euler2025.050.328720.260.300822.91.2062
Ours-SD 3.5#NFE=4, Teacher Model=Stable Diffusion 3.5 Large2025.050.328617.480.301623.011.1713
DMD2-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.327718.720.296322.980.9324
FLUX.1-schnell#NFE=4, Teacher Model=FLUX2025.050.3264—0.296222.771.0755
SD 3.5 Turbo#NFE=4, Teacher Model=Stable Diffusion 3.5 Large2025.050.326222.880.290922.891.0116
Hyper-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.325417.490.322.980.9777
Ours-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.324821.010.30123.170.9951
PCM-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.324217.770.29222.540.6926
Hyper-FLUX#NFE=4, Teacher Model=FLUX2025.050.323823.470.296323.091.0983
LCM-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.32330.630.282422.220.5693
FLUX-Turbo-Alpha#NFE=4, Teacher Model=FLUX2025.050.321824.520.290722.891.0106
Flash-SDXL#NFE=4, Teacher Model=Stable Diffusion XL2025.050.321623.240.28322.170.4295
SDXL-Lightning#NFE=4, Teacher Model=Stable Diffusion XL2025.050.321416.570.293122.80.7799
FLUX.1 dev#NFE=25, Teacher Model=FLUX2025.050.3207—0.298623.141.1063
FLUX.1 dev#NFE=50, Teacher Model=FLUX2025.050.3202—0.323.181.117
Ours-FLUX (Euler)#NFE=4, Teacher Model=FLUX, Sampling Method=Euler2025.050.317120.290.300823.261.1424
Ours-FLUX#NFE=4, Teacher Model=FLUX2025.050.316719.60.299723.131.0921