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Papers Benchmarks Datasets Tasks

CINIC dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

CINIC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Membership Inference Attack

CINIC-10

0.31TPR @ 0.01% FPR

5

Image Classification

CINIC-10

27.27Accuracy

4

Membership Inference Attack

CINIC-10

0.269Loss

4

VFL Attack Performance

CINIC-10

17.82LISR

4

Generalization Gap Prediction

CINIC-10

33.76CMI Score

4

Accuracy Estimation

CINIC-10 (test)

86.45AUPR

4

CINIC-10 (test)

43.06Accuracy

4

Image Classification

CINIC-10 (target)

63Top-1 Accuracy

3

Image Classification

CINIC-10 Dirichlet

5Round

3

Ownership Verification

CINIC

0p-value

2

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Popular tasks

Image Classification Membership Inference Attack Online Label Shift Clustering Membership Inference

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