ResearchBenchmarksDisplacement Prediction on plastic-response datasetDisplacement Prediction on plastic-response datasetFollow0.0947RMSE (Std Dev)DS-HGNN0.0671280.2532390.439350.625461Jun 18, 2026Evaluation resultsMethodMethodLinksRMSE (Std Dev)RMSE (mm)NRMSEDS-HGNNseeds=5seeds=52026.060.09473.724.72HINormerseeds=5seeds=52026.060.1597.275.19HeteroConvseeds=5seeds=52026.060.1617.175.03RGCNseeds=5seeds=52026.060.177.654.95HGTseeds=5seeds=52026.060.198.216.36SeHGNNseeds=5seeds=52026.060.2159.967.84HANseeds=5seeds=52026.060.7842641.2