Time Series Classification on UEA & UCR Time Series Classification Repository Missing (70%)
70.3AccuracyNeural LNSDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Neural LNSDE2024.02 | 70.3 | 4.2 | |
| Neural GSDE2024.02 | 68.9 | 5.3 | |
| Neural LSDE2024.02 | 68.2 | 5.2 | |
| Neural CDE2024.02 | 66.5 | 7.6 | |
| GRU-ODE2024.02 | 65.5 | 7.8 | |
| ANCDE2024.02 | 65.5 | 7.1 | |
| ODE-RNN2024.02 | 63 | 8.5 | |
| GRU-Δt2024.02 | 61.8 | 10.2 | |
| MTAN2024.02 | 60.7 | 9.8 | |
| GRU-D2024.02 | 60.4 | 10.8 | |
| EXIT2024.02 | 59.9 | 11.1 | |
| GRU2024.02 | 59.7 | 10.3 | |
| MIAM2024.02 | 56.9 | 12.3 | |
| LSTM2024.02 | 55.8 | 12.5 | |
| ODE-LSTM2024.02 | 53 | 12.9 | |
| Neural SDE2024.02 | 51.2 | 12.9 | |
| RNN2024.02 | 47.2 | 15.6 | |
| Latent SDE2024.02 | 44.6 | 15.1 | |
| Neural RDE2024.02 | 41.5 | 16.3 | |
| LEAP2024.02 | 41.4 | 14.7 |