Crop Prediction on Crop Prediction Dataset
99.3AccuracyKisan AI
Evaluation results
| Method | Links | |
|---|---|---|
| Kisan AIStudy / Year=Kisan AI (Ours), Model(s) Used=RF + Prophet, Market Price=✓, Deployed=✓2026.04 | 99.3 | |
| RF + SVMStudy / Year=Motamedi et al. (2023), Model(s) Used=RF + SVM, Market Price=×, Deployed=×2026.04 | 99.2 | |
| RF + XGBoostStudy / Year=Senapaty et al. (2024), Model(s) Used=RF + XGBoost, Market Price=×, Deployed=×2026.04 | 98.5 | |
| Voting EnsembleStudy / Year=Gupta et al. (2024), Model(s) Used=Voting Ensemble, Market Price=×, Deployed=×2026.04 | 98.5 | |
| RF + XGBStudy / Year=Shinde et al. (2025), Model(s) Used=RF + XGB, Market Price=✓, Deployed=×2026.04 | 98.1 | |
| ANN + SHAPStudy / Year=Shastri et al. (2025), Model(s) Used=ANN + SHAP, Market Price=×, Deployed=×2026.04 | 97.8 | |
| SVM + ANNStudy / Year=Kiran et al. (2024), Model(s) Used=SVM + ANN, Market Price=×, Deployed=×2026.04 | 97.2 | |
| Naive BayesStudy / Year=Doshi et al. (2018), Model(s) Used=Naive Bayes, Market Price=×, Deployed=×2026.04 | 96 |