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Benchmarks
Conditional Generation on MNIST (Acc, FID, sFID, IS)
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4.22
FID
FMwC
3.836
6.428
9.02
11.612
May 7, 2026
May 8, 2026
May 10, 2026
May 12, 2026
May 14, 2026
May 16, 2026
May 18, 2026
FID
Accuracy
sFID
IS
Updated 15d ago
Evaluation Results
Method
Method
Links
FID
Accuracy
sFID
IS
FMwC
inference cost ratio=1...
2026.05
4.22
-
-
-
MC-Dropout
k=5, inference cost ra...
2026.05
4.25
-
-
-
Ensemble
k=5, inference cost ra...
2026.05
4.35
-
-
-
FM
inference cost ratio=1×
2026.05
5.17
-
-
-
CFM
Backbone=LightningDiT...
2026.05
5.9
95.5
0.006
2.099
CFM + numeric η
Backbone=LightningDiT...
2026.05
7.33
98.1
0.007
2.096
CFM + learned η
Backbone=LightningDiT...
2026.05
7.57
97.1
0.008
2.112
numeric η
Backbone=LightningDiT...
2026.05
10.04
94.3
0.009
2.097
learned η
Backbone=LightningDiT...
2026.05
13.82
90.6
0.015
2.128
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