MNIST

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	MNIST (test)	Accuracy99.35	894
Image Classification	MNIST (test)	Accuracy99.8	654
Image Classification	MNIST	Accuracy99.87	417
Image Classification	MNIST	Accuracy100	398
Image Classification	MNIST (test)	Accuracy99.6	201
Image Classification	MNIST (test)	Test Accuracy99.67	189
Image Classification	MNIST (test)	Accuracy98.15	177
Image Classification	MNIST (test)	Accuracy99.7	168
Clustering	MNIST (test)	NMI0.97	154
Image Classification	MNIST (train)	Train Accuracy100	141
Image Classification	MNIST non-IID (test)	Accuracy98.92	139
Graph Classification	MNIST (test)	Accuracy98.8	128
Graph classification	MNIST	Accuracy99.2	113
Clustering	MNIST	NMI0.978	113
Backdoor Certification	MNIST (test)	AER1.81	112
Image Classification	MNIST rotated (test)	Test Error (%)0.59	105
Image Generation	MNIST Binary (test)	FID4.69	98
Clustering	MNIST (full)	Accuracy98.7	98
Image Classification	MNIST	Standard Accuracy99.9	94
Digit Classification	MNIST (test)	Error Rate0.21	94
Classification	MNIST (test)	Accuracy99.4	93
Image Generation	MNIST	FID0.52	91
Anomaly Detection	MNIST	AUC100	90
Classification	MNIST	Accuracy99.3	89
Backdoor Attack	MNIST (test)	Classification Accuracy (C-Acc)99.89	88

Showing 25 of 1454 rows

...