Classification on 18 UEA & UCR datasets Regular (test)
73.1AccuracyFlowPath
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlowPath2025.11 | 73.1 | 3.7 | |
| DualDynamics2025.11 | 72.4 | 4.6 | |
| Neural CDE2025.11 | 68.1 | 7.1 | |
| GRU2025.11 | 67.4 | 6.9 | |
| GRU-ODE2025.11 | 66.3 | 7.2 | |
| ANCDE2025.11 | 66.2 | 7.3 | |
| ODE-RNN2025.11 | 65.2 | 6.8 | |
| Neural RDE2025.11 | 64.9 | 7.9 | |
| GRU-∆t2025.11 | 62.9 | 9.1 | |
| EXIT2025.11 | 59.5 | 9.4 | |
| GRU-D2025.11 | 59.3 | 10 | |
| LSTM2025.11 | 58.8 | 10 | |
| ODE-LSTM2025.11 | 56.6 | 10.4 | |
| RNN2025.11 | 56 | 10.7 | |
| Neural Flow2025.11 | 53 | 11.8 | |
| LEAP2025.11 | 49 | 13.1 |