CH4 prediction on TEM-MDM (S. America)
1.22RMSERACI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RACI2026.03 | 1.22 | 0.91 | |
| Transformer2026.03 | 2.01 | 0.73 | |
| LSTM2026.03 | 2.03 | 0.75 | |
| TSMixer2026.03 | 2.35 | 0.67 | |
| EA-LSTM2026.03 | 3.15 | 0.39 | |
| Pyraformer2026.03 | 3.16 | 0.39 | |
| TCN2026.03 | 3.76 | 0.05 | |
| iTransformer2026.03 | 4.26 | -0.09 | |
| P_sLSTM2026.03 | 6 | -1.2 | |
| DUET2026.03 | 6.58 | -1.68 | |
| PatchTST2026.03 | 6.59 | -1.69 | |
| TimesNet2026.03 | 7.03 | -2.03 | |
| TimeMixer2026.03 | 7.15 | -2.14 | |
| DLinear2026.03 | 9.19 | -4.2 |