CH4 prediction on FLUXNET CH4
51.97RMSERACI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RACI2026.03 | 51.97 | 0.49 | |
| LSTM2026.03 | 54.48 | 0.44 | |
| Transformer2026.03 | 55.87 | 0.41 | |
| EA-LSTM2026.03 | 57.09 | 0.39 | |
| TSMixer2026.03 | 61.39 | 0.29 | |
| P_sLSTM2026.03 | 62.84 | 0.27 | |
| Pyraformer2026.03 | 63.66 | 0.24 | |
| PatchTST2026.03 | 69.14 | 0.11 | |
| TCN2026.03 | 82.04 | -0.26 | |
| iTransformer2026.03 | 83.24 | -0.3 | |
| TimeMixer2026.03 | 83.92 | -0.31 | |
| DLinear2026.03 | 85.58 | -0.36 | |
| TimesNet2026.03 | 88.44 | -0.45 | |
| DUET2026.03 | 100.88 | -0.91 |