Crop Mapping on SwissCrop 2022 2023 (train test)
76.9AccuracyT3S
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T3STrain Year=2023, Test Year=20222025.06 | 76.9 | 22.3 | 62.5 | 0.6 | 0.687 | 0.311 | |
| T3STrain Year=2022, Test Year=20232025.06 | 76.8 | 20.9 | 62.4 | 1.9 | 0.708 | 0.318 | |
| U-TAE + Deformable SamplingTrain Year=2022, Test Year=20232025.06 | 76 | 20.8 | 61.4 | 7.3 | 0.936 | 0.363 | |
| U-TAE + Deformable SamplingTrain Year=2023, Test Year=20222025.06 | 75.8 | 21.9 | 61 | 8.1 | 0.827 | 0.355 | |
| U-TAE + TPE (Sinusoidal)Train Year=2023, Test Year=20222025.06 | 75.3 | 19.6 | 60.4 | 8.5 | 0.929 | 0.366 | |
| U-TAE + MC-DropoutTrain Year=2022, Test Year=20232025.06 | 72.8 | 17.2 | 57.2 | 2.8 | 0.853 | 0.381 | |
| U-TAETrain Year=2022, Test Year=20232025.06 | 72.1 | 17.4 | 56.4 | 4.1 | 0.875 | 0.389 | |
| U-TAE + MC-DropoutTrain Year=2023, Test Year=20222025.06 | 72 | 18.6 | 56.2 | 4.3 | 0.929 | 0.4 | |
| U-TAETrain Year=2023, Test Year=20222025.06 | 71.2 | 18.4 | 55.3 | 5.9 | 0.957 | 0.41 | |
| U-TAE + TPE (Sinusoidal)Train Year=2022, Test Year=20232025.06 | 63.9 | 14.2 | 46.9 | 12.3 | 1.374 | 0.525 |