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Benchmarks
Inverse Problem on High-Péclet 2D advection-diffusion
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0.38
Best α Error
TGSR-PINN
-0.5748
5.8701
12.315
18.7599
Jul 6, 2026
Best α Error
Updated 18d ago
Evaluation Results
Method
Method
Links
Best α Error
TGSR-PINN
n=7
2026.07
0.38
Lightweight FT
n=7
2026.07
4.06
BitFit
n=7
2026.07
4.09
Full FT
n=7
2026.07
10.68
TL-gPINN
n=7
2026.07
11.63
PINNs
n=7
2026.07
14.63
Partial Transfer
n=7
2026.07
24.25
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