Classification on UEA & UCR 18 datasets 50% Missing (test)
72.6AccuracyFlowPath
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlowPath2025.11 | 72.6 | 3.6 | |
| DualDynamics2025.11 | 69.1 | 4.9 | |
| GRU-ODE2025.11 | 66.4 | 6.5 | |
| Neural CDE2025.11 | 66.1 | 7 | |
| GRU-∆t2025.11 | 65.1 | 6.7 | |
| ANCDE2025.11 | 63.9 | 7.6 | |
| Neural RDE2025.11 | 63.3 | 7.7 | |
| ODE-RNN2025.11 | 62.6 | 7.2 | |
| GRU2025.11 | 61.1 | 8.2 | |
| GRU-D2025.11 | 58 | 9.7 | |
| EXIT2025.11 | 57.8 | 9.5 | |
| Neural Flow2025.11 | 53.7 | 9.4 | |
| LSTM2025.11 | 51.6 | 10.5 | |
| ODE-LSTM2025.11 | 50.1 | 12.1 | |
| RNN2025.11 | 47.1 | 12.9 | |
| LEAP2025.11 | 46.6 | 12.4 |