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Benchmarks
Class-conditional image synthesis on ImageNet 256x256
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2.4
FID
VDM++
1.196
9.323
17.45
25.577
Jan 21, 2024
FID
IS
Updated 23d ago
Evaluation Results
Method
Method
Links
FID
IS
VDM++
Params=2B, Steps=256·2
2024.01
2.4
225.3
simple diffusion
Params=2B, It.×BS=1B,...
2024.01
2.77
211.8
RIN
Params=410M, It.×BS=61...
2024.01
4.51
161
MaskDiT/2
Params=736M+VAE, It.×B...
2024.01
5.69
178
MDT-XL/2
Params=676M+VAE, It.×B...
2024.01
6.23
143
U-ViT-H/2
Params=501M+VAE, It.×B...
2024.01
6.58
-
HDiT
Params=557M, It.×BS=74...
2024.01
6.92
135.2
DiT-XL/2
Params=675M+VAE, It.×B...
2024.01
9.62
121.5
LDM-4
Params=400M+VAE, It.×B...
2024.01
10.56
209.5
ADM
Params=554M, It.×BS=50...
2024.01
10.94
101
iDDPM
Steps=250
2024.01
32.5
-
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