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Papers Benchmarks Datasets Tasks

Individual-tree Above-Ground Biomass (AGB) Estimation research benchmarks · SOTA2 Research

Individual-tree Above-Ground Biomass (AGB) Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Southern Ontario municipalities

dual-stream cross-attention ConvNeXtV2 U-Net

0.57R^2

1

Jun 26, 2026

Southern Ontario Experimental plots

0.29R^2

1

Jun 26, 2026

Haiwan National Forest Park, Shanghai

0.91R^2

1

Jun 26, 2026

Rio de Janeiro Botanical Garden

Figueiredo et al.

0.52R^2

1

Jun 26, 2026

Saihanba plots, Hebei, China

0.81R^2

1

Jun 26, 2026

Popular datasets

Saihanba plots Rio de Janeiro Botanical Garden Haiwan National Forest Park, Shanghai Southern Ontario Experimental plots Southern Ontario municipalities

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