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Benchmarks
Image Generation on ImageNet 128x128 (test)
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42.07
FID
Cond-GAN
41.486
45.428
49.37
53.312
Nov 27, 2018
FID
NLL (bits/dim)
NLL P(x:d1)
NLL P(xd1:d2 | context)
Updated 4mo ago
Evaluation Results
Method
Method
Links
FID
NLL (bits/dim)
NLL P(x:d1)
NLL P(xd1:d2 | context)
Cond-GAN
Label-conditioning=Pro...
2018.11
42.07
-
-
-
SS-GAN (SBN)
Self-modulated Batch N...
2018.11
43.87
-
-
-
SS-GAN
Self-supervised=Rotation
2018.11
47.56
-
-
-
Uncond-GAN
Spectral Normalization...
2018.11
56.67
-
-
-
Parallel Multiscale
2018.12
-
3.55
-
-
SPN
depth-upscaling=false
2018.12
-
3.08
-
-
SPN
depth-upscaling=true
2018.12
-
3.08
0.46
2.62
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