MNIST-C

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	MNIST-C Blur (target)	Average Accuracy99.23	15
Image Classification	MNIST-C	Brightness Error52	12
Anomaly Detection	MNIST-C 3 vs 8 (test)	AUROC59	11
Image Classification	MNIST-C Fog (target)	Avg Accuracy79.2	10
Uncertainty Quantification	MNIST-C (test)	NLL (brightness)0.099	6
Image Classification	MNIST-C zigzag	Accuracy99.6	5
Image Classification	MNIST-C stripe	Accuracy99.29	5
Image Classification	MNIST-C brightness	Accuracy99.72	5

Showing 8 of 8 rows