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Benchmarks
Image Generation on CIFAR-10 (FID, IS, Precision, Recall, KID)
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2.58
FID
RF (ODE)
-0.0568
17.7416
35.54
53.3384
May 19, 2025
Jun 15, 2025
Jul 12, 2025
Aug 8, 2025
Sep 4, 2025
Oct 1, 2025
Oct 29, 2025
FID
IS
Precision
Recall
KID
Updated 21d ago
Evaluation Results
Method
Method
Links
FID
IS
Precision
Recall
KID
RF (ODE)
sigma=0.0
2025.05
2.58
9.6
-
57
-
DDPM
sigma=0.0
2025.05
3.21
9.46
-
57
-
RSD
sigma=0.1
2025.05
3.98
9.34
64
57
0.0015
RSD
sigma=0.2
2025.05
4.77
9.16
65
56
0.0025
Teacher
sigma=0.2
2025.05
12.21
8.31
59
41
0.0059
RSD
sigma=0.4
2025.05
21.63
7.93
53
38
0.0127
BOLT-GAN
Training Epochs=100
2025.10
34.9
7.41
-
-
23.1
HINGE-GAN
Training Epochs=100
2025.10
35.8
7.32
-
-
24.2
WGAN
Training Epochs=100
2025.10
68.5
5.71
-
-
48.7
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