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Image Generation on ImageNet 512x512 (train)
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3.85
FID
ADM-G, ADM-U
3.1664
7.7807
12.395
17.0093
Sep 25, 2022
Dec 31, 2022
Apr 8, 2023
Jul 15, 2023
Oct 21, 2023
Jan 27, 2024
May 4, 2024
FID
sFID
IS
Precision
Recall
Updated 3d ago
Evaluation Results
Method
Method
Links
FID
sFID
IS
Precision
Recall
ADM-G, ADM-U
#Params=422M + 43M (Cl...
2022.09
3.85
5.86
221.72
84
53
U-ViT-H/4
Objective=SD, Training...
2022.09
4.05
6.44
263.79
84
48
U-ViT-H/4
Objective=SD, Training...
2022.09
4.34
8.44
261.13
84
48
U-ViT-L/4
Objective=VP, Training...
2022.09
4.67
5.87
213.28
87
45
U-DiT-B
FLOPS (G)=106.7, Train...
2024.05
15.39
6.86
92.73
75.6
60.5
DiT-XL/2*
FLOPS (G)=524.7, Train...
2024.05
20.94
6.78
66.3
74.5
58.1
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