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Benchmarks
Image Generation on LSUN Bedroom 256x256 (Metrics: FID, NFE)
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2.65
FID
StyleGAN
2.012
6.3185
10.625
14.9315
Sep 22, 2022
Dec 3, 2022
Feb 14, 2023
Apr 27, 2023
Jul 9, 2023
Sep 19, 2023
Dec 1, 2023
FID
NFE
Updated 5mo ago
Evaluation Results
Method
Method
Links
FID
NFE
StyleGAN
2022.09
2.65
1
DDPM
MACs=248.7G, Throughpu...
2023.12
6.62
-
DeepCache
N=2, MACs=190.8G, Thro...
2023.12
6.69
-
DDPM
MACs=248.7G, Throughpu...
2023.12
6.7
-
DDPM
2022.09
6.86
1,000
DeepCache
N=3, MACs=172.3G, Thro...
2023.12
7.2
-
DeepCache
N=5, MACs=156.0G, Thro...
2023.12
9.49
-
VE-SDE
2022.09
11.75
2,000
PFGM
Channel Configuration=...
2022.09
13.66
122
PFGM
Channel Configuration=...
2022.09
17.01
134
Diff-Pruning
MACs=138.8G, Throughpu...
2023.12
18.6
-
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