On a geotechnical benchmark, TabPFN with iterative imputation achieves the lowest RMSE on four of five soil-mechanical parameters and supplies embedding/SHAP diagnostics consistent with known soil behaviour.
GEOAI benchmark problems BM/AirportSoilProperties/2/2025.Geodata and AI, 2:100012
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TabPFN Extensions for Interpretable Geotechnical Modelling
On a geotechnical benchmark, TabPFN with iterative imputation achieves the lowest RMSE on four of five soil-mechanical parameters and supplies embedding/SHAP diagnostics consistent with known soil behaviour.