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Benchmarks
Generalization Gap Prediction on CIFAR-10
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34.34
CMI Score
Gi-score
-1.3424
7.9213
17.185
26.4487
Jun 9, 2021
CMI Score
Gap Prediction Error
Updated 4d ago
Evaluation Results
Method
Method
Links
CMI Score
Gap Prediction Error
Gi-score
Architecture=NiN, Mode...
2021.06
34.34
-
Pal inter+intra
Architecture=VGG
2021.06
24.84
-
Mixup
Architecture=NiN
2021.06
14.18
-
Pal-score
Architecture=VGG, Mode...
2021.06
7.31
-
Gi-score
Architecture=VGG, Mode...
2021.06
3.03
-
Mixup
Architecture=VGG
2021.06
0.03
-
Inconsistency
Training scenario=From...
2023.05
-
0.17
1-sharpness
Training scenario=From...
2023.05
-
0.75
Hessian
Training scenario=From...
2023.05
-
0.77
1-sharpness
Training scenario=From...
2023.05
-
0.47
Hessian
Training scenario=From...
2023.05
-
0.58
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