Event sequence classification on Irregular sequential MNIST (test)
95.73AccuracyODE-LSTM
Evaluation results
| Method | Links | |
|---|---|---|
| ODE-LSTMnumber of runs (N)=52020.06 | 95.73 | |
| GRU-Dnumber of runs (N)=52020.06 | 95.44 | |
| CT-LSTMnumber of runs (N)=52020.06 | 94.84 | |
| Bi-directional RNNnumber of runs (N)=52020.06 | 94.43 | |
| RNN Decaynumber of runs (N)=52020.06 | 88.93 | |
| CT-GRUnumber of runs (N)=52020.06 | 87.51 | |
| PhasedLSTMnumber of runs (N)=52020.06 | 86.79 | |
| Augmented LSTMnumber of runs (N)=52020.06 | 82.1 | |
| GRU-ODEnumber of runs (N)=52020.06 | 80.95 | |
| ODE-RNNnumber of runs (N)=52020.06 | 72.41 | |
| CT-RNNnumber of runs (N)=52020.06 | 72.05 |