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Benchmarks
Displacement Prediction on Left Ventricle Biomechanics Forward Loading (test)
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0.34
RMSE (mm)
CGFENet
0.336
0.363
0.39
0.417
Feb 6, 2026
RMSE (mm)
Acc (< 1mm)
Acc (< 2mm)
HD (mm)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (mm)
Acc (< 1mm)
Acc (< 2mm)
HD (mm)
CGFENet
Description=A1 w/o GRUs
2026.02
0.34
89
99
3.13
CGFENet
Description=A3 w/o cyc...
2026.02
0.38
88
98
1.58
CGFENet
Description=A0
2026.02
0.39
90
99
1.89
GraphUNet
Description=B1
2026.02
0.42
85
87
3.3
CGFENet
Description=A2 w/o glo...
2026.02
0.43
84
98
3.31
MeshGraphNet
Description=B2
2026.02
0.44
81
83
4.88
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