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Benchmarks
tau_xx field reconstruction on 2D Blunt-Wedge Rarefied Flow Case A
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0.0005
MSE
MTL-FNO
-0.000916
0.008642
0.0182
0.027758
May 26, 2026
MSE
MAE
R2
Updated 7d ago
Evaluation Results
Method
Method
Links
MSE
MAE
R2
MTL-FNO
Params (M)=/, GFLOPs=0...
2026.05
0.0005
0.0159
0.936
U-net
Params (M)=13.39, GFLO...
2026.05
0.002
0.0242
0.715
Senseiver
Params (M)=11.42, GFLO...
2026.05
0.0022
0.0245
0.682
DeepONet
Params (M)=0.51, GFLOP...
2026.05
0.0057
0.0401
0.186
PhySense
Params (M)=5.59, GFLOP...
2026.05
0.0068
0.0422
-0.082
FNO
Params (M)=1.09, GFLOP...
2026.05
0.0359
0.1513
-4.121
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