CO2 prediction on Ecosys
0.36RMSERACI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RACI2026.03 | 0.36 | 95 | |
| LSTM2026.03 | 0.48 | 89 | |
| TCN2026.03 | 0.6 | 86 | |
| Transformer2026.03 | 0.6 | 85 | |
| Pyraformer2026.03 | 0.61 | 85 | |
| EA-LSTM2026.03 | 0.65 | 83 | |
| P_sLSTM2026.03 | 0.69 | 87 | |
| TSMixer2026.03 | 0.75 | 76 | |
| TimeMixer2026.03 | 0.84 | 71 | |
| DUET2026.03 | 0.88 | 68 | |
| iTransformer2026.03 | 0.9 | 64 | |
| TimesNet2026.03 | 0.92 | 65 | |
| PatchTST2026.03 | 1.1 | 50 | |
| DLinear2026.03 | 1.16 | 59 |