CH4 prediction on TEM-MDM (Global)
2.08RMSERACI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RACI2026.03 | 2.08 | 0.97 | |
| LSTM2026.03 | 3.06 | 0.94 | |
| Transformer2026.03 | 3.58 | 0.9 | |
| TSMixer2026.03 | 3.72 | 0.89 | |
| EA-LSTM2026.03 | 5.91 | 0.76 | |
| Pyraformer2026.03 | 6.43 | 0.72 | |
| TCN2026.03 | 7.43 | 0.59 | |
| iTransformer2026.03 | 7.82 | 0.52 | |
| P_sLSTM2026.03 | 8.8 | 0.39 | |
| DUET2026.03 | 11.31 | 0.13 | |
| PatchTST2026.03 | 12.47 | -0.06 | |
| DLinear2026.03 | 12.66 | -0.09 | |
| TimeMixer2026.03 | 12.66 | -0.26 | |
| TimesNet2026.03 | 13.24 | -0.2 |