Global methane flux prediction on TEM-E
0.43nRMSECHAM-net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHAM-nettraining_mode=from scratch2026.05 | 0.43 | 97 | |
| Transformertraining_mode=from scratch2026.05 | 0.52 | 95 | |
| TSMixertraining_mode=from scratch2026.05 | 0.55 | 95 | |
| LSTMtraining_mode=from scratch2026.05 | 0.57 | 94 | |
| Pyraformertraining_mode=from scratch2026.05 | 0.92 | 87 | |
| iTransformertraining_mode=from scratch2026.05 | 1.24 | 75 | |
| P-sLSTMtraining_mode=from scratch2026.05 | 1.34 | 71 | |
| DUETtraining_mode=from scratch2026.05 | 1.62 | 58 | |
| PatchTSTtraining_mode=from scratch2026.05 | 1.81 | 48 | |
| TimeMixertraining_mode=from scratch2026.05 | 1.85 | 45 |