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Benchmarks
Verification on PINNHeat
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0.43
Time (s)
MLPLir
0.0828
2.4264
4.77
7.1136
Feb 6, 2026
Time (s)
Average Output Bound Width
Updated 1mo ago
Evaluation Results
Method
Method
Links
Time (s)
Average Output Bound Width
MLPLir
[I, O]=[2, 1], K/M=1.15
2026.02
0.43
1.04
KANV
[I, O]=[2, 1], K/M=1.15
2026.02
0.79
1.81
MLPGur
[I, O]=[2, 1], K/M=1.15
2026.02
3.72
0.33
KANO
[I, O]=[2, 1], K/M=1.15
2026.02
9.11
1.75
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