Crop Yield Prediction on Midwestern United States and Punjab India Crop Yield 2020-2025 (LOYO)
0.89R2 ScoreAttn-Multi-Modal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Attn-Multi-ModalDesign=Hybrid CNN-MLP2026.04 | 0.89 | 0.91 | 0.72 | |
| CropFormerArchitecture=Transformer2026.04 | 0.87 | 1.02 | 0.84 | |
| Vanilla CNN-MLP2026.04 | 0.84 | 1.18 | 0.92 | |
| XGBoost2026.04 | 0.81 | 1.35 | 1.05 | |
| Random Forest2026.04 | 0.78 | 1.42 | 1.12 |