Crop Mapping on SwissCrop 2021 2023 (train test)
77.6AccuracyT3S
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T3STrain Year=2021, Test Year=20232025.06 | 77.6 | 21 | 63.5 | 0.5 | 0.691 | 0.307 | |
| T3STrain Year=2023, Test Year=20212025.06 | 77.1 | 23.2 | 62.8 | 1.9 | 0.686 | 0.307 | |
| U-TAE + Deformable SamplingTrain Year=2023, Test Year=20212025.06 | 75.3 | 20.5 | 60.4 | 10.5 | 0.951 | 0.379 | |
| U-TAE + Deformable SamplingTrain Year=2021, Test Year=20232025.06 | 74.6 | 18.9 | 59.6 | 3.2 | 0.822 | 0.359 | |
| U-TAE + MC-DropoutTrain Year=2021, Test Year=20232025.06 | 72.5 | 17 | 56.8 | 3.7 | 0.918 | 0.394 | |
| U-TAE + TPE (Sinusoidal)Train Year=2023, Test Year=20212025.06 | 71.8 | 16.3 | 56 | 9.8 | 0.987 | 0.413 | |
| U-TAETrain Year=2023, Test Year=20212025.06 | 71.6 | 17.6 | 55.8 | 6.6 | 0.913 | 0.398 | |
| U-TAE + MC-DropoutTrain Year=2023, Test Year=20212025.06 | 71.6 | 17.6 | 55.7 | 4 | 0.889 | 0.391 | |
| U-TAETrain Year=2021, Test Year=20232025.06 | 71.4 | 16.7 | 55.6 | 5.2 | 0.947 | 0.399 | |
| U-TAE + TPE (Sinusoidal)Train Year=2021, Test Year=20232025.06 | 71.3 | 15.5 | 55.4 | 3.5 | 0.925 | 0.401 |