Model

Natural vegetation

Forest

Corn

Soybeans

Wetlands

Developed

/Barren

Open water

Winter wheat

Alfalfa

Fallow/Idle cropland

Cotton

Sorghum

Other

mIoU

Model-9

56.72

55.91

70.29

67.48

49.72

58.08

77.34

59.90

45.80

42.86

49.06

45.76

48.52

55.96

Model-8

56.87

55.27

70.45

67.17

49.70

57.87

77.18

59.87

45.51

42.69

47.90

45.92

48.78

55.78

Model-7

56.92

55.74

69.98

67.01

49.24

57.58

77.37

59.23

45.29

42.53

48.37

45.31

48.10

55.59

Model-6

55.72

55.31

66.36

63.99

49.38

58.75

76.40

56.95

43.32

40.14

42.86

42.33

43.70

53.48

Model-5

55.39

55.07

65.76

63.02

48.33

58.29

76.61

56.32

42.64

38.70

40.90

42.08

42.99

52.78

Model-4

47.26

51.06

56.19

55.00

44.83

51.58

76.57

51.59

40.97

31.85

34.35

38.55

35.08

47.30

Model-3

55.34

54.75

64.71

61.94

48.32

56.77

76.86

56.32

42.22

39.26

40.72

40.97

42.02

52.32

Model-2

54.22

54.44

63.47

61.03

45.68

56.61

75.98

54.10

40.37

38.00

37.11

39.11

38.45

50.66

Model-1

46.30

48.98

53.80

51.79

44.18

48.92

76.64

49.61

39.49

33.88

33.16

37.56

33.18

45.96

Prithvi^b

40.38

47.47

54.91

52.97

40.20

36.11

68.04

49.67

30.84

34.93

32.37

32.83

34.27

42.69

U-Net^b

55.21

54.79

64.29

63.08

40.99

54.65

76.86

58.17

39.12

42.64

42.26

41.76

42.20

52.00

RFaug^b

50.25

53.76

59.56

56.51

44.20

42.00

76.10

53.24

30.64

38.68

35.60

39.80

39.72

47.70

ViT^b

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

Segformer^b

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