Global methane flux prediction on TEM-C
0.99nRMSECHAM-net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHAM-nettraining_mode=from scratch2026.05 | 0.99 | 82 | |
| Transformertraining_mode=from scratch2026.05 | 1.45 | 62 | |
| TSMixertraining_mode=from scratch2026.05 | 1.47 | 61 | |
| Pyraformertraining_mode=from scratch2026.05 | 1.49 | 60 | |
| LSTMtraining_mode=from scratch2026.05 | 1.56 | 56 | |
| iTransformertraining_mode=from scratch2026.05 | 1.64 | 52 | |
| TimeMixertraining_mode=from scratch2026.05 | 1.79 | 42 | |
| DUETtraining_mode=from scratch2026.05 | 1.81 | 41 | |
| P-sLSTMtraining_mode=from scratch2026.05 | 1.82 | 41 | |
| PatchTSTtraining_mode=from scratch2026.05 | 1.93 | 33 |