N-MNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
N-MNIST (test)
99.7Accuracy
80
N-MNIST integer
100Attack Success Rate (ASR)
66
N-MNIST binary
100ASR
54
N-MNIST
99.7Accuracy
44
N-MNIST
99.7Accuracy
33
Binary N-MNIST
100ASR
27
N-MNIST Binary-grid
99.64Accuracy
27
N-MNIST
100ASR
26
N-MNIST (test)
98.77Surrogate Forward Acc
13
N-MNIST binary (test)
63ASR (L0 < 200)
10
N-MNIST (test)
99.7Accuracy
9
N-MNIST
99.1Accuracy
7
N-MNIST (test)
94.03Test Accuracy
6
N-MNIST Binary (test)
94ASR
6
N-MNIST
99.16Aauth
5
N-MNIST
99.1Accuracy (Auth)
3
N-MNIST Integer-grid
99.71Accuracy
3
N-MNIST
0.9Error Rate
3
N-MNIST
300Generation Speed (ms/sample)
1