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Benchmarks
Classification on ECG (test) (Noise Robustness)
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97.7
Accuracy (Clean)
Lipschitz RNN
97.076
97.238
97.4
97.562
Feb 9, 2021
Accuracy (Clean)
Accuracy (σ=0.4)
Accuracy (σ=0.8)
Accuracy (σ=1.2)
Accuracy (σμ=0.4)
Accuracy (σμ=0.8)
Accuracy (σμ=1.2)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Clean)
Accuracy (σ=0.4)
Accuracy (σ=0.8)
Accuracy (σ=1.2)
Accuracy (σμ=0.4)
Accuracy (σμ=0.8)
Accuracy (σμ=1.2)
Lipschitz RNN
2021.02
97.7
97.4
95.1
88.9
97.6
97
95.6
NRNN
training multiplicativ...
2021.02
97.7
97.5
96.3
92.6
97.7
97.3
96.5
coRNN
2021.02
97.5
96.8
92.9
87.2
93.9
85.4
78.4
Exponential RNN
2021.02
97.4
95.6
86.4
76.7
95.7
89.4
81.3
Antisymmetric RNN
2021.02
97.1
96.6
91.6
77
96.6
94.6
91.2
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