Thickening Dewatering on Thickening Same-family
18MAEMamba + ROAM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Mamba + ROAMBackbone=Mamba, Setting=+ROAM, Inference Time (ms/step)=8.7362026.07 | 18 | 23 | 100 | |
| MambaBackbone=Mamba, Setting=Base, Inference Time (ms/step)=8.7162026.07 | 19 | 23 | 100 | |
| GRU + ROAMBackbone=GRU, Setting=+ROAM, Inference Time (ms/step)=1.5382026.07 | 23 | 31 | 99.999 | |
| GRUBackbone=GRU, Setting=Base, Inference Time (ms/step)=1.5322026.07 | 27 | 34 | 99.999 | |
| LSTMBackbone=LSTM, Setting=Base, Inference Time (ms/step)=0.5842026.07 | 36 | 58 | 99.998 | |
| LSTM + ROAMBackbone=LSTM, Setting=+ROAM, Inference Time (ms/step)=0.5892026.07 | 37 | 57 | 99.998 | |
| XGBoostBackbone=XGBoost, Setting=Base, Inference Time (ms/step)=0.2552026.07 | 47 | 61 | 99.998 | |
| XGBoost + ROAMBackbone=XGBoost, Setting=+ROAM, Inference Time (ms/step)=0.2702026.07 | 47 | 61 | 99.998 | |
| Transformer + ROAMBackbone=Transformer, Setting=+ROAM, Inference Time (ms/step)=1.1862026.07 | 55 | 78 | 99.997 | |
| TransformerBackbone=Transformer, Setting=Base, Inference Time (ms/step)=1.1702026.07 | 57 | 82 | 99.996 | |
| SVR + ROAMBackbone=SVR, Setting=+ROAM, Inference Time (ms/step)=0.1512026.07 | 185 | 227 | 99.97 | |
| SVRBackbone=SVR, Setting=Base, Inference Time (ms/step)=0.1442026.07 | 188 | 231 | 99.969 | |
| Informer + ROAMBackbone=Informer, Setting=+ROAM, Inference Time (ms/step)=7.8582026.07 | 382 | 470 | 99.874 | |
| InformerBackbone=Informer, Setting=Base, Inference Time (ms/step)=7.8452026.07 | 400 | 493 | 99.861 |