Forest Disturbance Detection on CONUS 2017–2022 (val)
47.3F1 ScoreMTSViT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTSViTInputs=Landsat, Training Dataset=P34k, Years=2017–20222026.06 | 47.3 | 46.9 | 47.9 | 65 | |
| MTSViTInputs=Sentinel-2, Training Dataset=P34k, Years=2017–20222026.06 | 41.3 | 39.6 | 43.5 | 62.6 | |
| HansenYears=2017–20222026.06 | 38.6 | 34.38 | 44 | 68 | |
| MTSViTInputs=Sentinel-2 + S1, Training Dataset=P34k, Years=2017–20222026.06 | 38.1 | 36.5 | 40.3 | 60.1 | |
| MTSViTInputs=Landsat + S1, Training Dataset=P34k, Years=2017–20222026.06 | 37.8 | 36.5 | 39.5 | 56.5 | |
| MTSViTInputs=Sentinel-2 + S1, Training Dataset=C100k, Years=2017–20222026.06 | 37.6 | 35.4 | 41.9 | 71.3 | |
| MTSViTInputs=Sentinel-2, Training Dataset=C100k, Years=2017–20222026.06 | 37.2 | 36.5 | 38.1 | 69.7 | |
| MTSViTInputs=Landsat, Training Dataset=C100k, Years=2017–20222026.06 | 36.3 | 36.5 | 36.1 | 68.1 | |
| MTSViTInputs=Landsat + S1, Training Dataset=C100k, Years=2017–20222026.06 | 36 | 36.5 | 35.7 | 68.4 | |
| MTSViTInputs=Sentinel-1, Training Dataset=C100k, Years=2017–20222026.06 | 35.6 | 33.3 | 38.1 | 66.6 | |
| QiuYears=2017–20222026.06 | 31.71 | 40.63 | 26 | 48 | |
| MTSViTInputs=Sentinel-1, Training Dataset=P34k, Years=2017–20222026.06 | 27.6 | 22.9 | 34.8 | 64.3 | |
| CCDCYears=2017–20222026.06 | 23.85 | 40.63 | 16.88 | 33.77 |