OCTMNIST

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Synthesis	OCTMNIST	FID39.5	48
Medical Image Classification	OCTMNIST	Accuracy91.7	47
Classification	OCTMNIST	Accuracy80.37	34
Retinal Disease Classification	OCTMNIST (test)	Accuracy82.4	20
Classification	OCTMNIST	P10 Delta1.58	18
Classification	OCTMNIST	Worst Delta0.0226	18
Classification	OCTMNIST	Average Delta0.0013	18
Ocular Disease Recognition	OCTMNIST	Accuracy83	9
Open-Set Recognition	OCTMNIST t=3 (test)	Accuracy96.8	8
Classification	OCTMNIST Linear Evaluation 100% ratio	Accuracy77.1	7
Classification	OCTMNIST Linear Evaluation 10% ratio	Accuracy78.3	7
Classification	OCTMNIST Linear Evaluation 1% ratio	Accuracy76.2	7
Classification	OCTMNIST	Mean Client Accuracy (alpha=0.1)90.18	6
Image Classification	OctMNIST (test)	Final Round Test Accuracy72.8	5
Wasserstein distance error bound estimation	OCTMNIST	Fournier Error Bound58.87	1
Multi-Instance Learning Classification	OCTMNIST v2 (test)	Metric-	0

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