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MNIST

Benchmarks

TaskDatasetSOTA resultTrendResults
Image Classification
MNIST (test)
99.35Accuracy
Image Classification on MNIST (test) performance trend
894
Image Classification
MNIST (test)
99.8Accuracy
Image Classification on MNIST (test) (Accuracy Only) performance trend
654
Image Classification
MNIST (test)
99.7Accuracy
Image Classification on MNIST (test) (Standard Classification Report) performance trend
168
Clustering
MNIST (test)
0.97NMI
Clustering on MNIST (test) performance trend
154
Graph Classification
MNIST (test)
98.8Accuracy
Graph Classification on MNIST (test) performance trend
128
Image Classification
MNIST rotated (test)
0.59Test Error (%)
Image Classification on MNIST rotated (test) performance trend
105
Clustering
MNIST (full)
98.7Accuracy
Clustering on MNIST (full) performance trend
98