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ResearchFormerly WizWand

Global forest plots

Benchmarks

TaskDatasetSOTA resultTrendResults

Volume Prediction

Global forest plots Leaf-off (test)

36.21rRMSE

2

Volume Prediction

Global forest plots Leaf-on (test)

40.83rRMSE

2

Height Prediction

Global forest plots Combined (test)

12.33rRMSE

1

Basal Area Prediction

Global forest plots Combined (test)

36.03rRMSE

1

Density Prediction

Global forest plots Combined (test)

54.82rRMSE

1

Deciduous Volume Prediction

Global forest plots Combined (test)

81.99rRMSE

1

Coniferous Volume Prediction

Global forest plots Combined (test)

49.72rRMSE

1

Volume Prediction

Global forest plots Combined (test)

39.28rRMSE

1

Height Prediction

Global forest plots Leaf-off (test)

11.44rRMSE

1

Basal Area Prediction

Global forest plots Leaf-off (test)

34.03rRMSE

1

Density Prediction

Global forest plots Leaf-off (test)

57.44rRMSE

1

Coniferous Volume Prediction

Global forest plots Leaf-off (test)

43.09rRMSE

1

Height Prediction

Global forest plots Leaf-on (test)

12.81rRMSE

1

Basal Area Prediction

Global forest plots Leaf-on (test)

36.81rRMSE

1

Density Prediction

Global forest plots Leaf-on (test)

53.72rRMSE

1

Coniferous Volume Prediction

Global forest plots Leaf-on (test)

53.95rRMSE

1