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Papers Benchmarks Datasets Tasks

OpenForensics dataset and benchmarks · SOTA2 Research

Research Datasets

OpenForensics

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Membership Inference Attack

OpenForensics

70TPR @ 0.1% FPR

28

Deepfake detection

OpenForensics (test)

99.22Accuracy

19

Deepfake Detection

OpenForensics

97.48Accuracy@0.5

14

Image forgery localization

OpenForensics

0.947F1 (best)

14

AI-Generated Human Subject Detection

OpenForensics 2021

93.2AUC

4

Image Classification

OpenForensics (target)

70Top-1 Accuracy

3

Image Classification

OpenForensics (train)

99Training Accuracy

3

Popular tasks

Image Classification Deepfake Detection Membership Inference Attack Image Forgery Localization AI-Generated Human Subject Detection

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