LSUN
Benchmarks
TaskDatasetSOTA resultTrendResults
LSUN Bedroom
0.167LPIPS
3
LSUN bedroom 128x128
1.87FID
3
LSUN Churches 128x128 (test)
3.78FID
3
LSUN Church 256 (test)
0.2Sdir
3
LSUN HORSE 256
2.11FID
3
LSUN CAT 256 (full-dataset)
3.98FID
3
LSUN Cat 256x256 (train)
6.81FID
3
LSUN Horse 256x256 (test val)
2.57FID
3
LSUN Cats 256x256
5.57FID
3
LSUN Horses 256x256
2.57FID
3
LSUN-Cat 5k samples (train)
16.11FID
3
LSUN-Cat 30k samples (train)
9.68FID
3
LSUN Bedroom 64x64 (test)
5.2FID
3
LSUN bedroom 5-bit (test)
0.98Bits/dim
3
LSUN Bedroom 256x256 (50k samples)
6.36FID
3
LSUN Pixel bedroom 64x64x3 (test)
2.86Wall-clock Speedup over DDPM
2
LSUN Church 256x256 (test)
0.097LPIPS
2
LSUN Church
0.241LPIPS
2
LSUN Church
1.02Theta (rad)
2
LSUN Church 64x64 (test)
9.093FID
2
LSUN
34.93PSNR
2
LSUN Bedroom
10FID
2
LSUN Bedroom 256x256 (train)
1.43FID
2
LSUN-LT p = 100 (test)
27.85FID
2
LSUN Car 256x256
4.32FID
2