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Papers Benchmarks Datasets Tasks

Predicting Generalization research benchmarks · SOTA2 Research

Predicting Generalization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR PGDL tasks (train test)

40.92CMI

20

Feb 26, 2026

Fashion PGDL (train test)

2.35CMI

10

Feb 26, 2026

Pets PGDL (train test)

5.92CMI

10

Feb 26, 2026

Flowers PGDL tasks (train test)

6.26CMI Score

10

Feb 26, 2026

CINIC FCN PGDL tasks (train test)

16.93CMI Score

10

Feb 26, 2026

SVHN PGDL (train test)

45.61CMI

10

Feb 26, 2026

PGDL (Predicting Generalization in Deep Learning)

37CMI

10

Feb 26, 2026

MNIST 5-layer MLPs (test)

0.871Kendall's Tau

3

Feb 26, 2026

MNIST 3-layer MLPs (test)

0.876Kendall's Tau

3

Feb 26, 2026

Popular datasets

MNIST CIFAR Pets Flowers SVHN

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