Yield Prediction on CropNet Cotton (test)
54.88RMSEPhenoYieldNet-MC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PhenoYieldNet-MCtraining_approach=multi-crop2026.05 | 54.88 | 63.8 | 0.799 | |
| PhenoYieldNet-SCtraining_approach=single-crop2026.05 | 71.22 | 52.6 | 0.725 | |
| XGBoost2026.05 | 84.47 | 16.6 | 0.407 | |
| RF2026.05 | 85.32 | 17.4 | 0.417 | |
| YieldNet2026.05 | 87.41 | 9.5 | 0.31 | |
| MMST-ViT2026.05 | 88.25 | 46.8 | 0.684 | |
| Unet-ConvLSTM2026.05 | 241.97 | 54 | 0.735 | |
| Transformer2026.05 | 405.53 | 23.9 | 0.488 | |
| MMVF2026.05 | 457.93 | 29.3 | 0.541 |