Time Series Classification on UEA & UCR 30 datasets (30% Missing)
72.3AccuracyNeural LNSDE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Neural LNSDE2024.02 | 72.3 | 5 | |
| Neural GSDE2024.02 | 70.7 | 5.3 | |
| Neural CDE2024.02 | 70.6 | 6.4 | |
| Neural LSDE2024.02 | 69 | 6.4 | |
| ANCDE2024.02 | 68.7 | 7.2 | |
| GRU-ODE2024.02 | 66.3 | 9.5 | |
| GRU-Δt2024.02 | 63.6 | 8.9 | |
| ODE-RNN2024.02 | 63.5 | 9.3 | |
| EXIT2024.02 | 63.3 | 10.2 | |
| GRU-D2024.02 | 62.4 | 10.4 | |
| GRU2024.02 | 62.1 | 10.2 | |
| MTAN2024.02 | 61.8 | 10.7 | |
| MIAM2024.02 | 60.3 | 11.1 | |
| LSTM2024.02 | 59.5 | 12.1 | |
| ODE-LSTM2024.02 | 58.4 | 12.1 | |
| Neural RDE2024.02 | 51.4 | 14.9 | |
| RNN2024.02 | 51.3 | 15.3 | |
| Neural SDE2024.02 | 50.8 | 13.1 | |
| Latent SDE2024.02 | 45.5 | 15.4 | |
| LEAP2024.02 | 40.1 | 16.3 |