Segmentation on EnMAP Tiled dataset
64.02F1 ScoreEnsembled Fine-tune (EMIT+EnMAP)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ensembled Fine-tune (EMIT+EnMAP)Model variant=Ensembled Fine-tune (EMIT+EnMAP), 4 ep.2025.11 | 64.02 | 69.94 | 63.51 | 64.54 | |
| Ensembled Zero-shotModel variant=Ensembled Zero-shot2025.11 | 61.65 | 68.71 | 58.5 | 65.15 | |
| Fine-tune (EMIT+EnMAP)Model variant=Fine-tune (EMIT+EnMAP), 4 ep.2025.11 | 59.28 | 64.49 | 55.17 | 64.23 | |
| Zero-shot (EMIT U-Net RGB+WMF model)Model variant=Zero-shot (EMIT U-Net RGB+WMF model)2025.11 | 56.84 | 62.46 | 50.61 | 65.16 | |
| Fine-tune (EnMAP)Model variant=Fine-tune (EnMAP), 1 ep.2025.11 | 55.32 | 59.87 | 68.48 | 46.69 | |
| Train from scratchModel variant=Train from scratch, 50 ep.2025.11 | 44.39 | 43.24 | 56.43 | 36.85 | |
| Baseline (WMF 500 thr, 'ones' kernel)Model variant=Baseline (WMF 500 thr, 'ones' kernel)2025.11 | 35.37 | — | 37.82 | 33.21 |