OrganAMNIST

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	OrganAMNIST	Accuracy99.13	125
Classification	OrganAMNIST	F1-Macro90.16	28
Medical Image Classification	OrganAMNIST	Accuracy93.4	21
Label Correction	OrganAMNIST	Error Rate (%)14.8	18
Classification	OrganAMNIST	P10 Delta0.0137	18
Classification	OrganAMNIST	Worst Delta0.0186	18
Classification	OrganAMNIST	Average Delta0.001	18
Image Classification	OrganAMNIST v2 (test)	AUC99.8	12
Classification	OrganAMNIST D16	PGD44.2	7
Gradient Inversion Attack	OrganAMNIST64	PSNR22.4675	6
Model Editing	organamnist	Delta Accuracy (pp)23	6
Classification	OrganAMNIST	Mean Client Accuracy (alpha=0.1)93.03	6
Federated Unlearning	OrganAMNIST	Time (s)380	6
Conformal Prediction	OrganAMNIST	Coverage95.72	5
CT slice classification	OrganAMNIST 11-class	Macro AUC99.69	5
Tomography	OrganAMNIST (test)	MSE0.004	3
Clustering	ORGANAMNIST	NMI84	3
Multi-Instance Learning Classification	OrganAMNIST v2 (test)	Metric-	0

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