Irregular Time-Series Classification on PAR
90.18AccuracyNAC-PW
Evaluation results
| Method | Links | |
|---|---|---|
| NAC-PW2025.12 | 90.18 | |
| NAC-Exact/05s/8k2025.12 | 90.11 | |
| NAC-Steady2025.12 | 89.79 | |
| NAC-09s2025.12 | 89.76 | |
| NAC-ϕlinear2025.12 | 89.73 | |
| NAC-2k2025.12 | 89.7 | |
| NAC-Euler2025.12 | 89.7 | |
| S42025.12 | 89.68 | |
| NAC-ϕtanh2025.12 | 89.67 | |
| NAC-02s2025.12 | 89.47 | |
| NAC-32k2025.12 | 89.44 | |
| GRU-ODE2025.12 | 89.01 | |
| PhasedLSTM2025.12 | 88.93 | |
| RNN2025.12 | 88.77 | |
| Linear Attention2025.12 | 88.75 | |
| CT-RNN2025.12 | 88.71 | |
| Performer2025.12 | 88.71 | |
| GRU2025.12 | 88.68 | |
| CfC2025.12 | 88.6 | |
| mmRNN2025.12 | 88.48 | |
| NAC-FC2025.12 | 88.48 | |
| LSTM2025.12 | 88.36 | |
| MHA2025.12 | 88.36 | |
| Attention2025.12 | 88.29 | |
| ODEFormer2025.12 | 88.25 | |
| NAC-05sFC2025.12 | 88.23 | |
| NAC-09sFC2025.12 | 88.13 | |
| LTC2025.12 | 88.12 | |
| CTA2025.12 | 88.1 | |
| mTAN2025.12 | 88.08 | |
| NAC-02sFC2025.12 | 87.88 | |
| DeepState2025.12 | 86.25 | |
| ContiFormer2025.12 | 81.28 |