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Benchmarks
T field reconstruction on 2D Blunt-Wedge Rarefied Flow (Case A)
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10,225.969
MSE
MTL-FNO
-347,251.26024
2,065,720.03713
4,478,691.3345
6,891,662.63187
May 26, 2026
MSE
MAE
R2 Score
Updated 7d ago
Evaluation Results
Method
Method
Links
MSE
MAE
R2 Score
MTL-FNO
Params (M)=/, GFLOPs=0...
2026.05
10,225.969
66.875
0.972
U-net
Params (M)=13.39, GFLO...
2026.05
19,167.43
87.101
0.947
FNO
Params (M)=1.09, GFLOP...
2026.05
22,277.975
96.446
0.939
Senseiver
Params (M)=11.42, GFLO...
2026.05
38,481.008
140.264
0.895
DeepONet
Params (M)=0.51, GFLOP...
2026.05
42,399.988
139.268
0.884
PhySense
Params (M)=5.59, GFLOP...
2026.05
8,947,156.7
2,378.049
-30.291
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