Classification on 18 UEA & UCR datasets Average (test)
73AccuracyFlowPath
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlowPath2025.11 | 73 | 3.5 | |
| DualDynamics2025.11 | 70.8 | 4.8 | |
| Neural CDE2025.11 | 66.7 | 7.1 | |
| GRU-ODE2025.11 | 66.2 | 6.7 | |
| ANCDE2025.11 | 64.9 | 7.2 | |
| GRU-∆t2025.11 | 64.1 | 7.7 | |
| ODE-RNN2025.11 | 64.1 | 6.8 | |
| Neural RDE2025.11 | 63.4 | 7.7 | |
| GRU2025.11 | 63.3 | 7.8 | |
| GRU-D2025.11 | 58.8 | 9.7 | |
| EXIT2025.11 | 57.9 | 9.7 | |
| LSTM2025.11 | 54 | 10.1 | |
| Neural Flow2025.11 | 53.3 | 10.2 | |
| ODE-LSTM2025.11 | 51.5 | 11.5 | |
| RNN2025.11 | 49.2 | 12.6 | |
| LEAP2025.11 | 46.6 | 13 |