Deforestation Detection on Brazilian Amazon Deforestation Dataset (test)
94.65F1-ScoreResUNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ResUNetYear=20202025.12 | 94.65 | 94.87 | 93.58 | 95.74 | |
| ChangeFormerYear=20242025.12 | 84.62 | 73.33 | 84.7 | 84.53 | |
| FCNYear=20252025.12 | 80.41 | 67.24 | 83.13 | 77.87 | |
| SwinUNETR-V2Year=20252025.12 | 78.2 | 64.2 | 77.25 | 79.17 | |
| UNet++Year=20252025.12 | 77.58 | 63.37 | 78.08 | 77.08 | |
| TransUNetYear=20252025.12 | 76.88 | 62.44 | 77.07 | 76.69 | |
| MultiResUNetYear=20252025.12 | 74.83 | 59.78 | 73.21 | 76.52 | |
| DLCD-14Year=20222025.12 | 73.42 | — | 74.98 | 72.15 | |
| LSTM+UNetYear=2022, Region=MT2025.12 | 71.28 | — | — | — | |
| LSTM+UNetYear=2022, Region=BA2025.12 | 69.54 | — | — | — | |
| U-TAEYear=2023, Heads=82025.12 | 64.2 | 47.3 | 70.9 | 58.6 | |
| EFYear=20222025.12 | 63.24 | — | — | — | |
| S-CNNYear=20222025.12 | 62.94 | — | — | — |