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ResearchFormerly WizWand

Text-to-image generation on LAION-Aesthetic 6.5+ (test)

13.53FIDLCM
6.514453.8697101.225148.5803Oct 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
LCMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.1013.5328.6
DPMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.1014.0829.8
DPM++Number of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.1014.1129.84
Guided-DistillNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.1014.1229.16
LCMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.1014.9728.49
DDIMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.1015.6629.49
LCMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.1016.3227.92
Guided-DistillNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.1016.728.45
DPM++Number of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.1020.0827.26
DPMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.1020.1127.25
DDIMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.1024.2826.48
Guided-DistillNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.1030.724.88
LCMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.1034.2225.32
DPMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.1067.1417.11
DPM++Number of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.1067.1417.11
DDIMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.1077.2616.32
Guided-DistillNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10120.2812.88
DDIMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10186.836.93
DPM++Number of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10188.917.41
DPMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10188.927.4