| Model | Natural vegetation | Forest | Corn | Soybeans | Wetlands | Developed/Barren | Open water | Winter wheat | Alfalfa | Fallow/Idle cropland | Cotton | Sorghum | Other | mF1 |
| Model-9 | 72.38 | 71.72 | 82.55 | 80.58 | 66.42 | 73.48 | 87.22 | 74.92 | 62.83 | 60.00 | 65.83 | 62.79 | 65.34 | 71.24 |
| Model-8 | 72.51 | 71.19 | 82.66 | 80.36 | 66.40 | 73.31 | 87.12 | 74.90 | 62.55 | 59.84 | 64.78 | 62.94 | 65.57 | 71.09 |
| Model-7 | 72.54 | 71.58 | 82.34 | 80.25 | 65.99 | 73.08 | 87.24 | 74.40 | 62.35 | 59.68 | 65.20 | 62.36 | 64.96 | 70.92 |
| Model-6 | 71.56 | 71.23 | 79.78 | 78.04 | 66.11 | 74.01 | 86.62 | 72.57 | 60.45 | 57.29 | 60.01 | 59.48 | 60.82 | 69.07 |
| Model-5 | 71.29 | 71.03 | 79.34 | 77.32 | 65.17 | 73.65 | 86.75 | 72.06 | 59.79 | 55.80 | 58.05 | 59.24 | 60.13 | 68.43 |
| Model-4 | 64.19 | 67.60 | 71.95 | 70.96 | 61.91 | 68.06 | 86.73 | 68.06 | 58.13 | 48.31 | 51.13 | 55.65 | 51.94 | 63.43 |
| Model-3 | 71.25 | 70.76 | 78.57 | 76.50 | 65.16 | 72.43 | 86.92 | 72.06 | 59.38 | 56.38 | 57.88 | 58.12 | 59.17 | 68.04 |
| Model-2 | 70.31 | 70.50 | 77.66 | 75.80 | 62.71 | 72.29 | 86.35 | 70.21 | 57.52 | 55.07 | 54.13 | 56.23 | 55.54 | 66.49 |
| Model-1 | 63.29 | 65.75 | 69.96 | 68.24 | 61.28 | 65.70 | 86.78 | 66.32 | 56.62 | 50.61 | 49.80 | 54.61 | 49.83 | 62.21 |
| Prithvib | 57.53 | 64.38 | 70.89 | 69.25 | 57.34 | 53.06 | 80.98 | 66.37 | 47.14 | 51.77 | 48.91 | 49.43 | 51.05 | 59.09 |
| U-Netb | 71.14 | 70.79 | 78.27 | 77.36 | 58.14 | 70.67 | 86.92 | 73.56 | 56.24 | 59.78 | 59.41 | 58.92 | 59.36 | 67.74 |
| RFaugb | 66.88 | 69.92 | 74.65 | 72.21 | 61.30 | 59.16 | 86.42 | 69.48 | 46.91 | 55.78 | 52.51 | 56.94 | 56.86 | 63.77 |
| ViTb | 44.39 | 41.63 | 50.07 | 49.22 | 37.69 | 28.33 | 68.34 | 41.44 | 24.74 | 32.22 | 29.47 | 32.68 | 29.78 | 39.23 |
| Segformerb | 47.14 | 45.10 | 52.95 | 51.30 | 37.14 | 32.05 | 69.34 | 46.69 | 29.00 | 34.58 | 31.86 | 35.20 | 33.73 | 42.01 |