Classification on ECG (test) (Noise Robustness)
97.7Accuracy (Clean)Lipschitz RNN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Lipschitz RNN2021.02 | 97.7 | 97.4 | 95.1 | 88.9 | 97.6 | 97 | 95.6 | |
| NRNNtraining multiplicative noise=0.03, training additive noise=0.062021.02 | 97.7 | 97.5 | 96.3 | 92.6 | 97.7 | 97.3 | 96.5 | |
| coRNN2021.02 | 97.5 | 96.8 | 92.9 | 87.2 | 93.9 | 85.4 | 78.4 | |
| Exponential RNN2021.02 | 97.4 | 95.6 | 86.4 | 76.7 | 95.7 | 89.4 | 81.3 | |
| Antisymmetric RNN2021.02 | 97.1 | 96.6 | 91.6 | 77 | 96.6 | 94.6 | 91.2 |