Time Series Classification on UEA & UCR Repository Missing (50%)
71.7AccuracyNeural LNSDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Neural LNSDE2024.02 | 71.7 | 4.3 | |
| Neural GSDE2024.02 | 69.8 | 6.1 | |
| Neural CDE2024.02 | 69.6 | 6.5 | |
| Neural LSDE2024.02 | 68.6 | 6.1 | |
| ANCDE2024.02 | 68.3 | 6.9 | |
| GRU-ODE2024.02 | 66.6 | 8.3 | |
| ODE-RNN2024.02 | 63.6 | 8.2 | |
| GRU-Δt2024.02 | 63.4 | 8.7 | |
| MTAN2024.02 | 61.8 | 10.1 | |
| EXIT2024.02 | 61.6 | 10.6 | |
| GRU-D2024.02 | 61.1 | 11.1 | |
| GRU2024.02 | 61 | 10.3 | |
| MIAM2024.02 | 58.9 | 12.2 | |
| LSTM2024.02 | 56.7 | 12.9 | |
| ODE-LSTM2024.02 | 56.1 | 13.3 | |
| Neural SDE2024.02 | 51.7 | 13.2 | |
| RNN2024.02 | 48.5 | 16.6 | |
| Neural RDE2024.02 | 46.8 | 15.2 | |
| Latent SDE2024.02 | 45.5 | 15 | |
| LEAP2024.02 | 42.5 | 14.9 |