LSUN
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LSUN Bedroom
0.092Elatent
5
LSUN Bedroom 1.5 (test)
0LPIPS (Background)
5
LSUN Churches 256 Rotated Window
8.39PSNR
5
LSUN-Churches256 Small Mask
19.02PSNR
5
LSUN (test)
0.927AUROC
5
LSUN Bedroom 256x256 resolution
7.46FID
5
LSUN-Bedroom 256 x 256 (test val)
5.84FID
5
LSUN-Fix (test)
3FPR@95
5
LSUN (unseen)
80Accuracy
5
LSUN Cat 2k (train)
2.57SwAV FID
5
LSUN-Cat 1k samples (train)
2.82SwAV FID
5
LSUN Cat 10k samples (train)
1.78SwAV FID
5
LSUN (test)
9.5FID
5
LSUN
2,440NLL
4
LSUN bedroom
0.03RMSE-F
4
LSUN 256
5.24FID
4
LSUN Bedroom
22.54PSNR
4
LSUN Bedroom
23.49PSNR
4
LSUN Tower 256x256 (15k samples per class)
15.4FID
4
LSUN Bridge 256x256 (15k samples per class)
19.23FID
4
LSUN 256x256 Global (15k samples per class)
10.85FID
4
LSUN Cats (test)
7.25FID
4
LSUN ProGAN
87.8GramNet
4
LSUN ProGAN (test)
100ASR (CNNSpot)
4
LSUN Bedroom-256
0.006MSE
4