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ResearchFormerly WizWand

Text-to-image synthesis on COCO 2014 (test)

6.95FID-30keDiff-I
6.12811.676517.22522.7735Mar 9, 2023
Updated 8mo ago

Evaluation results

MethodLinks
eDiff-IType=Diff, # Param.=9.1B, # Images=11.47B, Inf. time=32.0s, Zero-shot=true2023.036.95
Parti-20BType=AR, # Param.=20.0B, # Images=3.69B, Zero-shot=true2023.037.23
ImagenType=Diff, # Param.=3.0B, # Images=15.36B, Inf. time=9.1s, Zero-shot=true2023.037.27
Muse-3BType=AR, # Param.=3.0B, # Images=0.51B, Inf. time=1.3s, Zero-shot=true2023.037.88
Parti-3BType=AR, # Param.=3.0B, # Images=3.69B, Inf. time=6.4s, Zero-shot=true2023.038.1
GigaGANType=GAN, # Param.=1.0B, # Images=0.98B, Inf. time=0.13s, Zero-shot=true2023.039.09
SD-v1.5Type=Diff, # Param.=0.9B, # Images=3.16B, Inf. time=2.9s, Zero-shot=true2023.039.62
DALL-E 2Type=Diff, # Param.=5.5B, # Images=5.63B, Zero-shot=true2023.0310.39
Parti-750MType=AR, # Param.=750M, # Images=3.69B, Zero-shot=true2023.0310.71
GLIDEType=Diff, # Param.=5.0B, # Images=5.94B, Inf. time=15.0s, Zero-shot=true2023.0312.24
LDMType=Diff, # Param.=1.5B, # Images=0.27B, Inf. time=9.4s, Zero-shot=true2023.0312.63
LAFITEType=GAN, # Param.=75M, Inf. time=0.02s, Zero-shot=true2023.0326.94
DALL-EType=AR, # Param.=12.0B, # Images=1.54B, Zero-shot=true2023.0327.5