Aboveground Biomass Estimation on SNFI Spain (test)
41.9AGB RMSEFull StruMPL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full StruMPLComponents=AIPW + allometric2026.05 | 41.9 | 0.4 | |
| MTL + Lbias + LimpComponents=Lbias, Limp2026.05 | 43 | 1.5 | |
| Single-output AGBLoss=Lbias + Lcons + Limp2026.05 | 43.1 | 2.1 | |
| MTL + Lcons onlyComponents=Lcons2026.05 | 43.3 | 0.8 | |
| Single-output AGBLoss=naive MSE2026.05 | 43.7 | 0.9 | |
| MTL + Lphys onlyComponents=Lphys2026.05 | 43.7 | 0.9 | |
| MTLType=sup only, Components excluded=Lphys, Lcons, Lbias, Limp2026.05 | 43.9 | 1.3 | |
| External baseline (Asiyabi et al.)Source=[Asiyabi et al., 2026]2026.05 | 44.8 | 1.2 | |
| External baseline (Santoro and Cartus)Source=[Santoro and Cartus, 2024]2026.05 | 65.3 | 18.8 |