RetinaMNIST

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	RetinaMNIST	ACC70.69	46
Medical Image Classification	RetinaMNIST v2 (test)	Accuracy82.2	33
Retinal disease classification	RetinaMNIST (test)	Overall Accuracy56.8	16
Classification	RetinaMNIST radiomics	AW0.32	11
Calibration	RetinaMNIST (test)	ECE8.15	11
Classification	RetinaMNIST Linear Evaluation 100% ratio	Accuracy63.5	7
Classification	RetinaMNIST Linear Evaluation 10% ratio	Accuracy57.75	7
Classification	RetinaMNIST Linear Evaluation 1% ratio	Accuracy52.24	7
Image Classification	RetinaMNIST 5 MedMNIST (test)	Accuracy50.52	2

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