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Benchmarks
Stress prediction on Stiffened panels (test)
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0.14
RMSE (Std)
DS-HGNN
0.10696
0.32998
0.553
0.77602
Jun 18, 2026
RMSE (Std)
RMSE (MPa)
NRMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (Std)
RMSE (MPa)
NRMSE
DS-HGNN
Trainable parameters=1...
2026.06
0.14
6.89
5.91
RGCN
Trainable parameters=1...
2026.06
0.174
8.52
5.99
HINormer
Trainable parameters=1...
2026.06
0.193
9.48
6.82
HGT
Trainable parameters=1...
2026.06
0.196
9.62
7.13
HeteroConv
Trainable parameters=1...
2026.06
0.211
10.3
7.12
SeHGNN
Trainable parameters=1...
2026.06
0.222
10.9
8.95
HAN
Trainable parameters=1...
2026.06
0.966
47.3
51.9
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