Time Series Classification on UEA & UCR Time Series Classification Repository Regular
72.7AccuracyNeural LNSDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Neural LNSDE2024.02 | 72.7 | 5.4 | |
| Neural LSDE2024.02 | 71.7 | 5.6 | |
| Neural GSDE2024.02 | 71.6 | 5.7 | |
| Neural CDE2024.02 | 70.9 | 8.2 | |
| ANCDE2024.02 | 69.3 | 7.8 | |
| GRU2024.02 | 67.2 | 8.3 | |
| GRU-ODE2024.02 | 67.1 | 9.8 | |
| ODE-RNN2024.02 | 65.8 | 9.1 | |
| GRU-D2024.02 | 64.8 | 10.3 | |
| MTAN2024.02 | 64.8 | 12 | |
| GRU-Δt2024.02 | 64.1 | 10.3 | |
| EXIT2024.02 | 63.6 | 11.1 | |
| LSTM2024.02 | 63.3 | 11.2 | |
| MIAM2024.02 | 62.3 | 11 | |
| ODE-LSTM2024.02 | 61.9 | 11.4 | |
| Neural RDE2024.02 | 60.7 | 13.9 | |
| RNN2024.02 | 58.2 | 13.9 | |
| Neural SDE2024.02 | 52.6 | 13.4 | |
| Latent SDE2024.02 | 45.6 | 16.6 | |
| LEAP2024.02 | 44.4 | 15.2 |