Time Series Classification on 18 UEA datasets 50% Missing
69.1AccuracyDualDynamics
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DualDynamics2024.01 | 69.1 | 5.1 | |
| Transformer2024.01 | 66.9 | 7.4 | |
| GRU-ODE2024.01 | 66.4 | 6.8 | |
| Neural CDE2024.01 | 66.1 | 7.3 | |
| GRU-∆t2024.01 | 65.1 | 7.2 | |
| ANCDE2024.01 | 63.9 | 8.2 | |
| Neural RDE2024.01 | 63.3 | 8.2 | |
| MTAN2024.01 | 63.1 | 6.8 | |
| ODE-RNN2024.01 | 62.6 | 7.8 | |
| GRU2024.01 | 61.1 | 9 | |
| GRU-D2024.01 | 58 | 10.6 | |
| EXIT2024.01 | 57.8 | 10.1 | |
| MIAM2024.01 | 57.2 | 9.9 | |
| LSTM2024.01 | 51.6 | 11.4 | |
| ODE-LSTM2024.01 | 50.1 | 13.3 | |
| RNN2024.01 | 47.1 | 14 | |
| LEAP2024.01 | 46.6 | 13.6 | |
| Neural Flow2024.01 | 45.5 | 14.3 |