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Benchmarks
Shape Optimization and Inversion on Helmholtz (Performance/Resource)
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0.47
Inference Time (ms)
DEEPONET
-8.4312
51.6519
111.735
171.8181
May 6, 2026
Inference Time (ms)
Training GPU Memory (MB)
Parameters (M)
Updated 27d ago
Evaluation Results
Method
Method
Links
Inference Time (ms)
Training GPU Memory (MB)
Parameters (M)
DEEPONET
Batch Size (BS)=32, Nu...
2026.05
0.47
441
0.11
FNO
Batch Size (BS)=32, Nu...
2026.05
3.12
677
4.74
TRANSOLVER++
Batch Size (BS)=32, Nu...
2026.05
4.88
7,807
1.99
GANO
Batch Size (BS)=32, Nu...
2026.05
4.97
5,972
1.83
TRANSOLVER
Batch Size (BS)=32, Nu...
2026.05
5.89
5,957
1.73
AEROGTO
Batch Size (BS)=32, Nu...
2026.05
7.43
45,102
2.09
U-NET
Batch Size (BS)=32, Nu...
2026.05
18.55
15,313
4.24
POINTNET++
Batch Size (BS)=32, Nu...
2026.05
223
4,503
0.94
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