Acoustic Field Reconstruction on WAL
0.344MAE pi (m)RLF GPSD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RLF GPSDParams=4.1k, FLOPs=8.5k, Memory=14 MB, Latent embedding dimension (n)=162026.02 | 0.344 | 3.23 | 4.15 | 2.59 | — | — | |
| RLF GDIAGParams=256, FLOPs=335, Memory=14 MB, Latent embedding dimension (n)=162026.02 | 0.401 | 3.34 | 4.26 | 2.84 | — | — | |
| MLP - SmallParams=2.1k, FLOPs=8.3k, Memory=14 MB, Latent embedding dimension (n)=162026.02 | 0.416 | 6.18 | 4.33 | 3.04 | 0.763 | 0.233 | |
| MLP - LargeParams=14.6k, FLOPs=57.0k, Memory=14 MB, Latent embedding dimension (n)=162026.02 | 0.513 | 7.76 | 4.24 | 2.97 | 0.729 | 0.215 | |
| RLF EuclideanParams=0, FLOPs=46, Memory=14 MB, Latent embedding dimension (n)=162026.02 | 0.938 | 4.32 | 5.06 | 5.71 | — | — | |
| Dot ProductParams=0, FLOPs=32, Memory=14 MB, Latent embedding dimension (n)=162026.02 | — | — | — | — | 0.826 | 0.186 |