Segmentation on EMIT Tiled dataset (test)
65.49F1 ScoreEnsemble, 5x U-Net RGB+WMF, Wind
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ensemble, 5x U-Net RGB+WMF, WindEnsemble size=5, Inputs=RGB+WMF+Wind2025.11 | 65.49 | 72.64 | 73.81 | 58.85 | |
| Ensemble, 5x U-Net RGB+WMFEnsemble size=5, Inputs=RGB+WMF2025.11 | 65.13 | 73.58 | 79.87 | 54.98 | |
| U-Net RGB+WMF, Wind, LocationInputs=RGB+WMF+Wind+Location2025.11 | 64.4 | 69.44 | 71.88 | 58.65 | |
| U-Net RGB+WMF, WindInputs=RGB+WMF+Wind2025.11 | 63.68 | 68.97 | 69.28 | 59.01 | |
| U-Net RGB+WMFInputs=RGB+WMF2025.11 | 63.07 | 68.26 | 72.99 | 55.65 | |
| U-Net RGB+MFInputs=RGB+MF2025.11 | 53.92 | 56.06 | 63.04 | 47.51 | |
| U-Net RGB+Mag1cInputs=RGB+Mag1c2025.11 | 43.59 | 40.87 | 53.48 | 37 | |
| baseline MFThreshold=500, Kernel=ones2025.11 | 27.7 | — | 39.61 | 21.29 | |
| baseline WMFThreshold=500, Kernel=cross2025.11 | 23.4 | — | 38.8 | 16.75 | |
| baseline Mag1cThreshold=500, Kernel=cross2025.11 | 22.45 | — | 36.22 | 16.27 |