| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CDDMBench 1.0 (test) | Gpt-5-Nano | Accuracy63.38 | 16 | 4mo ago | |
| Ethiopian ATA and NASA dataset | Final Ensemble | Accuracy98.8 | 11 | 4mo ago | |
| USA 2020 (test) | AlphaEarth_RF | Overall Accuracy96.37 | 6 | 3mo ago | |
| USA 2017 (test) | AlphaEarth_RF | Overall Accuracy95.52 | 6 | 3mo ago | |
| CropHarvest Kenya | Feature-G | AUC71.8 | 4 | 4mo ago | |
| TimeMatch Denmark → South of France 1.0 (test) | T3S (PSE+LTAE) | Accuracy57.7 | 3 | 16d ago | |
| TimeMatch South of France → Denmark 1.0 (test) | T3S (PSE+LTAE) | Accuracy38.6 | 3 | 16d ago | |
| CropHarvest Togo | Ensemble | AUC90.9 | 3 | 4mo ago | |
| Ethiopia Crop (test) | TESSERA | Accuracy44.92 | 2 | 3mo ago | |
| CropHarvest Togo (test) | TESSERA | F1 Score83.01 | 2 | 3mo ago |
