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Papers Benchmarks Datasets Tasks

FIA field plots dataset and benchmarks · SOTA2 Research

Research Datasets

FIA field plots

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Quadratic Mean Diameter (QMD) Estimation

FIA field plots 2010-2018 (test)

12.8MAE

1

Basal Area (BA) Estimation

FIA field plots 2010-2018 (test)

19.9MAE

1

Forest Height Estimation

FIA field plots 2010-2018 (test)

7.6MAE

1

Canopy Cover Estimation

FIA field plots 2010-2018 (test)

13.4MAE

1

Aboveground Biomass (AGB) Estimation

FIA field plots 2010-2018 (test)

149.9MAE

1

Popular tasks

Aboveground Biomass (AGB) Estimation Canopy Cover Estimation Forest Height Estimation Basal Area (BA) Estimation Quadratic Mean Diameter (QMD) Estimation

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