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Table 2 The mean of NMSE and MAC of near-field test dataset of different frequencies given 10 observations arbitrarily placed

From: Sound field reconstruction using neural processes with dynamic kernels

 

NMSE (dB)

MAC

Method

150 Hz

307 Hz

500 Hz

150 Hz

307 Hz

500 Hz

Proposed

−17.8494

−10.5829

−7.0664

0.9872

0.9134

0.8077

Bessel

−13.7646

−1.5615

2.4769

0.9793

0.9272

0.7050

Hierarchical

−15.1681

−1.7293

2.2114

0.9849

0.9294

0.7083

RBF isotropic

−15.7987

−1.1729

3.1793

0.9753

0.0088

0.0112

RBF anisotropic

−8.7447

3.9365

3.6229

0.9387

0.0946

0.0019

RBF periodic

−15.1838

−1.1221

3.2672

0.9866

0.9136

0.5357