Degradation Estimation on HUST
27.82MSENAC-Exact/05s/8k
Evaluation results
| Method | Links | |
|---|---|---|
| NAC-Exact/05s/8k2025.12 | 27.82 | |
| NAC-PW2025.12 | 30.14 | |
| NAC-ϕlinear2025.12 | 35.89 | |
| NAC-Steady2025.12 | 37.12 | |
| CTA2025.12 | 38.41 | |
| PhasedLSTM2025.12 | 38.66 | |
| NAC-ϕtanh2025.12 | 38.75 | |
| NAC-02s2025.12 | 38.9 | |
| Performer2025.12 | 39.06 | |
| NAC-32k2025.12 | 39.17 | |
| NAC-Euler2025.12 | 39.32 | |
| CT-RNN2025.12 | 39.99 | |
| mmRNN2025.12 | 40.11 | |
| Attention2025.12 | 40.28 | |
| NAC-2k2025.12 | 40.51 | |
| ODEFormer2025.12 | 40.6 | |
| DeepState2025.12 | 40.88 | |
| MHA2025.12 | 41.4 | |
| GRU2025.12 | 41.86 | |
| RNN2025.12 | 42.22 | |
| ContiFormer2025.12 | 43.81 | |
| GRU-ODE2025.12 | 43.91 | |
| LSTM2025.12 | 44.09 | |
| NAC-09s2025.12 | 44.39 | |
| NAC-FC2025.12 | 46.25 | |
| CfC2025.12 | 54.09 | |
| LTC2025.12 | 61.82 | |
| mTAN2025.12 | 66.29 | |
| Linear Attention2025.12 | 99.38 | |
| NAC-05sFC2025.12 | 272.9 | |
| NAC-09sFC2025.12 | 315.32 | |
| NAC-02sFC2025.12 | 317.89 | |
| S42025.12 | 533.19 |