Degradation Estimation on XJTU-SY
22.87MSENAC-Exact/05s/8k
Evaluation results
| Method | Links | |
|---|---|---|
| NAC-Exact/05s/8k2025.12 | 22.87 | |
| CTA2025.12 | 25.86 | |
| CT-RNN2025.12 | 26.01 | |
| Attention2025.12 | 26.29 | |
| GRU2025.12 | 26.65 | |
| NAC-Steady2025.12 | 26.76 | |
| mmRNN2025.12 | 27.84 | |
| NAC-PW2025.12 | 28.01 | |
| NAC-Euler2025.12 | 28.46 | |
| NAC-ϕlinear2025.12 | 29.53 | |
| DeepState2025.12 | 30.42 | |
| RNN2025.12 | 31.07 | |
| GRU-ODE2025.12 | 31.2 | |
| LSTM2025.12 | 31.99 | |
| NAC-32k2025.12 | 32.45 | |
| NAC-ϕtanh2025.12 | 33.99 | |
| ContiFormer2025.12 | 34.71 | |
| PhasedLSTM2025.12 | 35.49 | |
| CfC2025.12 | 35.51 | |
| NAC-02s2025.12 | 35.59 | |
| ODEFormer2025.12 | 35.63 | |
| LTC2025.12 | 36.83 | |
| MHA2025.12 | 37.31 | |
| NAC-2k2025.12 | 37.43 | |
| Performer2025.12 | 38.05 | |
| NAC-09s2025.12 | 40.4 | |
| mTAN2025.12 | 41.34 | |
| NAC-FC2025.12 | 41.94 | |
| Linear Attention2025.12 | 87.8 | |
| NAC-02sFC2025.12 | 150.06 | |
| NAC-05sFC2025.12 | 154.89 | |
| NAC-09sFC2025.12 | 157.15 | |
| S42025.12 | 339.49 |