LSUN
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LSUN Bedrooms 256x256 (val)
1.9FID
20
LSUN 256x256 latent-space
3.81FID
18
LSUN Church
2.84Inception Score (IS)
18
LSUN Churches 256 x 256 (test)
3.52FID
18
LSUN Church (test)
3.86FID
17
LSUN Bedroom (test)
33.29FID
16
LSUNr
4.49FPR@95
16
LSUN Bedroom 256x256
2.35FID
16
LSUN Church 256x256 (train)
1.59FID
16
LSUN
9.69FPR
14
LSUN-Bedroom (test)
2.35FID
14
LSUN Church 256x256
2.66FID
14
LSUN (test)
8.78FPR
13
Synthetic LSUN ProGAN
98.9CNNSpot Performance
12
LSUN Bed + Cat Average (test)
29PSNR
12
LSUN long-tailed (test)
20.18FID
12
LSUN Bedrooms 256x256
1.52FID
12
LSUN CAT
3.61FID
12
LSUN Church 256x256 (test)
4.06FID
11
LSUN Bedroom 256x256
2.65FID
11
LSUN CROP (test)
76.9Detection Accuracy
11
LSUN RESIZE (test)
77Detection Accuracy
11
LSUN Church 256x256 (test val)
201NFE
11
LSUN bedroom (Wide masks)
10.7FID
10
LSUN bedroom Square masks
13.3FID
10