Degradation Estimation on PRONOSTIA
37.5MSENAC-PW
Evaluation results
| Method | Links | |
|---|---|---|
| NAC-PW2025.12 | 37.5 | |
| NAC-Exact/05s/8k2025.12 | 37.75 | |
| ContiFormer2025.12 | 37.82 | |
| CTA2025.12 | 39.16 | |
| NAC-02s2025.12 | 39.43 | |
| DeepState2025.12 | 40.86 | |
| NAC-Steady2025.12 | 40.95 | |
| LSTM2025.12 | 41.87 | |
| Attention2025.12 | 41.89 | |
| RNN2025.12 | 42.05 | |
| NAC-Euler2025.12 | 42.08 | |
| ODEFormer2025.12 | 42.42 | |
| NAC-ϕlinear2025.12 | 42.64 | |
| NAC-2k2025.12 | 43.78 | |
| PhasedLSTM2025.12 | 44.15 | |
| GRU2025.12 | 44.22 | |
| CT-RNN2025.12 | 44.32 | |
| mTAN2025.12 | 44.41 | |
| GRU-ODE2025.12 | 45.11 | |
| MHA2025.12 | 45.36 | |
| Performer2025.12 | 45.37 | |
| NAC-ϕtanh2025.12 | 45.99 | |
| NAC-09s2025.12 | 47.29 | |
| CfC2025.12 | 47.78 | |
| NAC-FC2025.12 | 47.89 | |
| LTC2025.12 | 48.14 | |
| mmRNN2025.12 | 48.5 | |
| NAC-32k2025.12 | 49.53 | |
| Linear Attention2025.12 | 58.35 | |
| NAC-02sFC2025.12 | 233.34 | |
| NAC-09sFC2025.12 | 378.2 | |
| NAC-05sFC2025.12 | 404.28 | |
| S42025.12 | 669.68 |