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ResearchFormerly WizWand

SOC Prediction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Average (FTP-75 and PDMHC)

0.412MAE

35

May 12, 2026

0.551MAE

35

May 12, 2026

0.233MAE

35

May 12, 2026

LA92 Cycle 0°C

0.155MAE

6

Feb 26, 2026

LA92 Cycle -20°C

0.16MAE

6

Feb 26, 2026

LA92 Cycle -10°C

FDIFF-PINN-LSTM

0.104MAE

3

Feb 26, 2026

LUCAS topsoil European croplands (val)

hybrid modeling system

7.8RMSE (g/kg)

2

Feb 26, 2026