RetinaMNIST

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	RetinaMNIST	ACC70.69	57
Medical Image Classification	RetinaMNIST v2 (test)	Accuracy82.2	33
Medical Image Classification	RetinaMNIST	Accuracy58.8	32
Retinal disease classification	RetinaMNIST (test)	Overall Accuracy56.8	16
Regression	RetinaMNIST	Worst Delta0.1384	12
Regression	RetinaMNIST	Avg Delta0.0019	12
Regression	RetinaMNIST	RMSE1.236	12
Regression	RetinaMNIST	P90 Delta0.0979	12
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
Model Editing	retinamnist	Delta Accuracy (pp)0.5	6
Image Classification	RetinaMNIST 5 MedMNIST (test)	Accuracy50.52	2

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