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Benchmarks
Volumetric Estimation on Tropical Trees All sites n=28
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2.4
MAE (m³)
ShapeNet + KR-pretrained
2.2584
3.2142
4.17
5.1258
Jul 8, 2026
MAE (m³)
Updated 17d ago
Evaluation Results
Method
Method
Links
MAE (m³)
ShapeNet + KR-pretrained
architecture=Point-M2A...
2026.07
2.4
ShapeNet-pretrained
architecture=Point-M2A...
2026.07
2.45
PT
2026.07
2.73
Randomly-initialized
architecture=Point-M2A...
2026.07
3.67
CWLS
2026.07
5.27
LeWos
2026.07
5.94
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