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Benchmarks
Temperature Field Reconstruction on DSine Case B
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0.491
MSE
FNO
0.25568
1.84409
3.4325
5.02091
May 26, 2026
MSE
MAE
R2
Updated 7d ago
Evaluation Results
Method
Method
Links
MSE
MAE
R2
FNO
Params (M)=1.09, GFLOP...
2026.05
0.491
0.545
98.6
MTL-FNO
GFLOPs=1.93, Inference...
2026.05
0.493
0.55
98.8
PhySense
Params (M)=5.59, GFLOP...
2026.05
3.125
0.487
96.8
DeepONet
Params (M)=0.51, GFLOP...
2026.05
3.83
1.477
80.6
U-Net
Params (M)=13.39, GFLO...
2026.05
6.268
1.794
79.8
Senseiver
Params (M)=11.43, GFLO...
2026.05
6.374
1.801
84.3
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