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Stress Prediction on plastic-response dataset
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0.137
RMSE
DS-HGNN
0.11876
0.24188
0.365
0.48812
Jun 18, 2026
RMSE
RMSE (MPa)
NRMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
RMSE (MPa)
NRMSE
DS-HGNN
seeds=5
2026.06
0.137
13.5
3.5
HeteroConv
seeds=5
2026.06
0.181
18
3.6
HINormer
seeds=5
2026.06
0.19
18.8
3.93
RGCN
seeds=5
2026.06
0.195
19.3
3.89
HGT
seeds=5
2026.06
0.212
21
4.59
SeHGNN
seeds=5
2026.06
0.259
25.6
4.67
HAN
seeds=5
2026.06
0.593
58.7
19.1
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