Yield Prediction on CropNet Soybean (test)
5.91RMSEPhenoYieldNet-MC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PhenoYieldNet-MCtraining_approach=multi-crop2026.05 | 5.91 | 61.6 | 0.785 | |
| PhenoYieldNet-SCtraining_approach=single-crop2026.05 | 6.22 | 62.7 | 0.792 | |
| MMST-ViT2026.05 | 6.58 | 59 | 0.768 | |
| RF2026.05 | 6.76 | 53.7 | 0.732 | |
| XGBoost2026.05 | 7.59 | 43.2 | 0.657 | |
| Transformer2026.05 | 8.89 | 35.2 | 0.593 | |
| YieldNet2026.05 | 9.23 | 0.3 | 0.06 | |
| Unet-ConvLSTM2026.05 | 9.74 | 44.2 | 0.665 | |
| MMVF2026.05 | 15.11 | 20 | 0.447 |