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Benchmarks
Text-to-Image Synthesis on MS COCO 256x256
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6.95
FID
eDiff-I
6.128
11.6765
17.225
22.7735
Jan 23, 2023
FID
Inference Latency (s)
Updated 3d ago
Evaluation Results
Method
Method
Links
FID
Inference Latency (s)
eDiff-I
Model type=Diffusion,...
2023.01
6.95
32
Parti-20B
Model type=Autoregress...
2023.01
7.23
-
Imagen
Model type=Diffusion,...
2023.01
7.27
9.1
Parti-3B
Model type=Autoregress...
2023.01
8.1
6.4
Stable Diffusion
Model type=Diffusion,...
2023.01
8.59
3.7
DALL-E 2
Model type=Diffusion,...
2023.01
10.39
-
Make-A-Scene
Model type=Autoregress...
2023.01
11.84
25
GLIDE
Model type=Diffusion,...
2023.01
12.24
15
LDM
Model type=Diffusion,...
2023.01
12.63
3.7
StyleGAN-T
Model type=GAN, Zero-s...
2023.01
13.9
0.1
Ernie-ViLG
Model type=Autoregress...
2023.01
14.7
-
LAFITE
Model type=GAN, Zero-s...
2023.01
26.94
0.02
DALL-E
Model type=Autoregress...
2023.01
27.5
-
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