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COVERAGE

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Manipulation LocalizationCoverage
F1 Score75.8
78
Image Forgery DetectionCoverage
AUC0.839
25
Closed QACoverage (test)
Precision98.25
21
CodingCoverage (test)
Precision94.57
21
ClassificationCoverage (test)
Precision92.89
21
SummarizationCoverage dataset (test)
Precision93.39
21
Pixel-level Forgery LocalizationCoverage
F1 Score79
19
Image Manipulation Detection and LocalizationCOVERAGE
I-AUC77.2
15
Image Manipulation LocalizationCOVERAGE (test)
F1 Score80.1
14
Image-level Nature Image Forgery DetectionCOVERAGE
AUC76.1
12
Image Manipulation DetectionCoverage
Detection AUC75.4
11
Image-level forgery detectionCoverage
F1 Score79.63
11
Bounding Box LocalizationCoverage
IoU0.6338
10
Maximum CoverageCoverage n=300, k=30
C_hat_g1.66
8
Free-form Question AnsweringCoverage-30
Score100
5
Synthetic Data GenerationCoverage
KSComp0.72
5
Image Forgery LocalizationCoverage
Pixel AUC0.928
5
Submodular MaximizationCoverage n=20, k=5
GP Ratio0.98
4
Copy-move forgery detectionCOVERAGE
AUROC67.3
1
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