MNIST
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MNIST MiniONN
22.63Offline Time
16
MNIST (test)
0.74Offline Running Time (s)
16
Rotated MNIST
20Error Rate
16
MNIST-75SP (test)
96.24Accuracy
16
MNIST original (test)
30Baseline Error Rate
16
MNIST epsilon=0.3 (test)
98.8Clean Accuracy
16
MNIST original (train+test)
98.8ACC
16
Sequential MNIST
99.2Accuracy
16
MNIST-Rotation (test)
89.4Avg Acc
16
MNIST 100 labels
0.01Error Rate
16
MNIST vs Rotation (test)
0.79AUROC
16
MNIST
0.901MURR
16
split-MNIST (test)
98.71Retained Accuracy
16
MNIST rotation
95Absolute Accuracy
15
MNIST
96.21Test Accuracy
15
MNIST
7.6MNRS
15
MNIST
99.2Accuracy
15
MNIST-10 (test)
87.66Accuracy
15
MNIST AA
85.04DAR
15
MNIST OOD
98.84AUROC
15
MNIST Clean
99.07Accuracy
15
MNIST S2→S1
94.5Accuracy
15
MNIST S1→S2
94.3Accuracy
15
MNIST MDCII Order-II
99.6Transfer Accuracy
15
Permuted MNIST (val)
90.6Pairwise Ranking Accuracy
15