Biomass Prediction on Winter wheat (Shelter treatment)
1.83RMSE (t/ha)AgriPINN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AgriPINN2026.01 | 1.83 | 0.93 | 0.94 | |
| LINTUL5_SimMethod Type=Process-based baseline2026.01 | 1.92 | 0.91 | 0.89 | |
| ConvLSTM-ViT2026.01 | 2.06 | 0.89 | 0.79 | |
| SLTF2026.01 | 4.47 | 0.77 | 0.68 | |
| CNN-Transformer2026.01 | 4.61 | 0.83 | 0.74 |