Land cover classification on Chesapeake Bay
83.85User's Accuracy (UA)NAIP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NAIPModel=U-Net, Input Data Source=High-resolution NAIP imagery2026.05 | 83.85 | 78.88 | 80.92 | 93.81 | |
| NAIPModel=DeepLabV3+, Input Data Source=High-resolution NAIP imagery2026.05 | 83.65 | 78.09 | 80.38 | 93.7 | |
| NAIPModel=SegFormer, Input Data Source=High-resolution NAIP imagery2026.05 | 83.43 | 79.09 | 80.92 | 93.84 | |
| Euler (T = 1)Model=DeepLabV3+, Input Data Source=Flow matching (Euler solver at T = 1)2026.05 | 82.4 | 74.79 | 77.55 | 92.71 | |
| Real-ESRGANModel=DeepLabV3+, Input Data Source=Real-ESRGAN super-resolution2026.05 | 82.14 | 74.58 | 77.35 | 92.69 | |
| Euler (T = 1)Model=SegFormer, Input Data Source=Flow matching (Euler solver at T = 1)2026.05 | 81.9 | 75.9 | 78.23 | 92.88 | |
| LanczosModel=DeepLabV3+, Input Data Source=Lanczos upsampling2026.05 | 81.77 | 74.8 | 77.45 | 92.79 | |
| Real-ESRGANModel=SegFormer, Input Data Source=Real-ESRGAN super-resolution2026.05 | 81.74 | 75.8 | 78.12 | 92.82 | |
| Real-ESRGANModel=U-Net, Input Data Source=Real-ESRGAN super-resolution2026.05 | 81.36 | 74.15 | 76.75 | 92.43 | |
| LanczosModel=U-Net, Input Data Source=Lanczos upsampling2026.05 | 81.33 | 74.19 | 76.81 | 92.53 | |
| Euler (T = 1)Model=U-Net, Input Data Source=Flow matching (Euler solver at T = 1)2026.05 | 81.16 | 74.49 | 76.89 | 92.46 | |
| LanczosModel=SegFormer, Input Data Source=Lanczos upsampling2026.05 | 81.15 | 75.82 | 77.94 | 92.93 |