Forest Disturbance Detection on MTBS 2017–2022 (val)
75.8F1 ScoreMTSViT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTSViTInputs=Sentinel-2 + S1, Training Dataset=C100k, Years=2017–20222026.06 | 75.8 | 65.4 | 91.3 | 95.3 | |
| MTSViTInputs=Sentinel-2, Training Dataset=C100k, Years=2017–20222026.06 | 75.3 | 66.7 | 86.5 | 95.6 | |
| MTSViTInputs=Landsat + S1, Training Dataset=C100k, Years=2017–20222026.06 | 72.9 | 62.3 | 87.8 | 95.5 | |
| MTSViTInputs=Landsat, Training Dataset=C100k, Years=2017–20222026.06 | 71 | 60.8 | 85.3 | 96.9 | |
| QiuYears=2017–20222026.06 | 69.34 | 68.91 | 69.79 | 82.55 | |
| MTSViTInputs=Sentinel-1, Training Dataset=C100k, Years=2017–20222026.06 | 66.6 | 51.7 | 93.7 | 97.7 | |
| HansenYears=2017–20222026.06 | 65.71 | 57.56 | 76.54 | 95.53 | |
| CCDCYears=2017–20222026.06 | 59.83 | 72.27 | 51.04 | 62.91 | |
| MTSViTInputs=Sentinel-2 + S1, Training Dataset=P34k, Years=2017–20222026.06 | 54 | 44.5 | 68.5 | 92.3 | |
| MTSViTInputs=Sentinel-2, Training Dataset=P34k, Years=2017–20222026.06 | 45.2 | 35.6 | 62.3 | 93.2 | |
| MTSViTInputs=Sentinel-1, Training Dataset=P34k, Years=2017–20222026.06 | 45 | 29.6 | 94.2 | 98.2 | |
| MTSViTInputs=Landsat + S1, Training Dataset=P34k, Years=2017–20222026.06 | 42.6 | 31 | 69.2 | 93.4 | |
| MTSViTInputs=Landsat, Training Dataset=P34k, Years=2017–20222026.06 | 38 | 27.9 | 59.6 | 91 |