Time-series Classification on BasicMotions (30% Missing)
100AccuracyGRU-Δt
Evaluation results
| Method | Links | |
|---|---|---|
| GRU-ΔtEarly-stopping=false2024.01 | 100 | |
| ODE-RNNEarly-stopping=false2024.01 | 100 | |
| Neural CDEEarly-stopping=false2024.01 | 100 | |
| DualDynamicsEarly-stopping=false2024.01 | 100 | |
| MIAMEarly-stopping=false2024.01 | 98.3 | |
| Neural RDEEarly-stopping=false2024.01 | 98.3 | |
| GRUEarly-stopping=false2024.01 | 96.7 | |
| GRU-ODEEarly-stopping=false2024.01 | 96.7 | |
| ANCDEEarly-stopping=false2024.01 | 96.7 | |
| GRU-DEarly-stopping=false2024.01 | 95 | |
| TransformerEarly-stopping=false2024.01 | 90 | |
| LSTMEarly-stopping=false2024.01 | 83.3 | |
| MTANEarly-stopping=false2024.01 | 71.7 | |
| ODE-LSTMEarly-stopping=false2024.01 | 68.3 | |
| RNNEarly-stopping=false2024.01 | 63.3 | |
| EXITEarly-stopping=false2024.01 | 45 | |
| Neural FlowEarly-stopping=false2024.01 | 43.3 | |
| LEAPEarly-stopping=false2024.01 | 30 |