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Benchmarks
Sound Field Interpolation on 1D Free-field Simulation Experiment 1 1.0 (Measurement Positions)
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-29.57
NMSE (dB)
ELM (PINN-init)
-30.6692
-23.2496
-15.83
-8.4104
Jun 7, 2026
NMSE (dB)
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMSE (dB)
ELM (PINN-init)
Type=Target-field adap...
2026.06
-29.57
PINN
Type=Pre-training, Ite...
2026.06
-25.9
PIELM (PINN-init)
Type=Target-field adap...
2026.06
-25.85
PINN
Type=Target-field adap...
2026.06
-25.4
PINN
Type=Target-field adap...
2026.06
-22.47
PINN
Type=Target-field adap...
2026.06
-21.29
PIELM (Random)
Type=Target-field adap...
2026.06
-2.09
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