Biomass Prediction on Winter wheat
1.42RMSE (t/ha)AgriPINN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AgriPINNMode=Pre-trained2026.01 | 1.42 | 0.94 | — | — | |
| AgriPINN2026.01 | 1.42 | — | 0.21 | — | |
| SLTFMode=Pre-trained2026.01 | 1.43 | 0.88 | — | — | |
| SLTF2026.01 | 1.56 | — | 0.22 | 0.007 | |
| ConvLSTM-ViTMode=Pre-trained2026.01 | 1.62 | 0.82 | — | — | |
| ConvLSTM-ViT2026.01 | 1.65 | — | 0.33 | 0.003 | |
| CNN-Transformer2026.01 | 2.02 | — | 0.34 | 0.042 | |
| CNN-TransformerMode=Pre-trained2026.01 | 2.08 | 0.78 | — | — |