Biomass Prediction on Winter wheat Irrigated treatment
2.03RMSE (t/ha)AgriPINN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AgriPINN2026.01 | 2.03 | 0.93 | 0.91 | |
| LINTUL5_SimMethod Type=Process-based baseline2026.01 | 3.06 | 0.9 | 0.86 | |
| ConvLSTM-ViT2026.01 | 5.88 | 0.82 | 0.81 | |
| CNN-Transformer2026.01 | 8.53 | 0.78 | 0.73 | |
| SLTF2026.01 | 8.85 | 0.79 | 0.74 |