ImageCLEF

Benchmarks

Task Name	Dataset Name	SOTA Result
Unsupervised Domain Adaptation	ImageCLEF DA	Average Accuracy91.9	114
Image Classification	ImageCLEF-DA	Accuracy (I -> P)81	37
Image Classification	ImageCLEF (test)	Accuracy80.9	33
Classification	ImageCLEF	I -> P Rate0.881	31
Classification	ImageCLEF 2014 (test)	Acc (I->P)80.7	26
Multi-Source Domain Adaptation	ImageCLEF	C Score98.3	24
Multi-task Classification	ImageCLEF	Ao95	20
Unsupervised Domain Adaptation Classification	ImageCLEF 2014 (test)	Acc (I->P)80.7	19
Image Classification	ImageCLEF	F1 Score97.2	14
Unsupervised Domain Adaptation	ImageCLEF	Accuracy (Domain C)97.4	12
Open-Set Domain Adaptation	ImageCLEF-DA	Accuracy (B->C)82	12
Image Classification	ImageCLEF standard (test)	Directional Accuracy (→P)79.1	11
Unsupervised Domain Adaptation	ImageCLEF (test)	Accuracy (-> C)98.6	10
Transferability Estimation	ImageCLEF	Pearson Correlation0.78	4

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