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Benchmarks
Boundary Adaptation on 2D Poisson problem
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1.02
PDE MSE
Last-layer fine-tuning (at t_sub)
0.8828
1.8089
2.735
3.6611
Jun 4, 2026
PDE MSE
BC MSE
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
PDE MSE
BC MSE
RMSE
Last-layer fine-tuning (at t_sub)
Time (s)=6.0
2026.06
1.02
5.51
1.55
Full fine-tuning (at t_sub)
Time (s)=6.0
2026.06
1.92
2.79
5.31
Last-layer fine-tuning (at end)
Time (s)=969.5
2026.06
2.09
2.59
2.07
Subspace projection
Time (s)=6.0
2026.06
3.13
2.16
3.78
Base model
Time (s)=—
2026.06
3.35
6.67
-
Full fine-tuning (at end)
Time (s)=940.9
2026.06
4.45
2.64
3.63
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