Global methane flux prediction on MeMo
0.15nRMSECHAM-net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHAM-nettraining_mode=from scratch2026.05 | 0.15 | 0.95 | |
| Transformertraining_mode=from scratch2026.05 | 0.2 | 0.91 | |
| LSTMtraining_mode=from scratch2026.05 | 0.22 | 0.89 | |
| Pyraformertraining_mode=from scratch2026.05 | 0.22 | 0.89 | |
| TSMixertraining_mode=from scratch2026.05 | 0.24 | 0.88 | |
| iTransformertraining_mode=from scratch2026.05 | 0.29 | 0.83 | |
| DUETtraining_mode=from scratch2026.05 | 0.29 | 0.83 | |
| P-sLSTMtraining_mode=from scratch2026.05 | 0.3 | 0.82 | |
| TimeMixertraining_mode=from scratch2026.05 | 0.3 | 0.82 | |
| PatchTSTtraining_mode=from scratch2026.05 | 0.43 | 0.62 |