Global methane flux prediction on FLUXNET-C
1.27nRMSECHAM-net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHAM-nettraining_mode=from scratch2026.05 | 1.27 | 31 | |
| Pyraformertraining_mode=from scratch2026.05 | 1.29 | 29 | |
| LSTMtraining_mode=from scratch2026.05 | 1.31 | 27 | |
| TSMixertraining_mode=from scratch2026.05 | 1.35 | 23 | |
| iTransformertraining_mode=from scratch2026.05 | 1.36 | 21 | |
| PatchTSTtraining_mode=from scratch2026.05 | 1.38 | 20 | |
| DUETtraining_mode=from scratch2026.05 | 1.38 | 19 | |
| Transformertraining_mode=from scratch2026.05 | 1.4 | 16 | |
| P-sLSTMtraining_mode=from scratch2026.05 | 1.41 | 16 | |
| TimeMixertraining_mode=from scratch2026.05 | 1.48 | 7 |