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Benchmarks
Unconditional Image Generation on LSUN-Bedroom (test)
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2.35
FID
StyleGAN2
2.1828
3.3114
4.44
5.5686
Aug 19, 2021
Feb 26, 2022
Sep 5, 2022
Mar 15, 2023
Sep 22, 2023
Mar 31, 2024
Oct 9, 2024
FID
Updated 4d ago
Evaluation Results
Method
Method
Links
FID
StyleGAN2
Resolution=256x256
2021.08
2.35
DDPM
Resolution=256x256
2021.08
4.9
ImageBART
Resolution=256x256
2021.08
5.51
DeMe (After Merge)
#Iterations=20Kx4
2024.10
5.84
DeMe (Before Merge)
#Iterations=20Kx4
2024.10
5.87
TT
Resolution=256x256
2021.08
6.35
DCT
Resolution=256x256
2021.08
6.4
SNR+1
#Iterations=80K
2024.10
6.41
Min-SNR
#Iterations=80K
2024.10
6.41
Trun-SNR
#Iterations=80K
2024.10
6.42
ANT-NashMTL
#Iterations=80K
2024.10
6.43
Before-finetuning
2024.10
6.46
ANT-UW
#Iterations=80K
2024.10
6.48
P2 Weighting
#Iterations=80K
2024.10
6.53
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