Acoustic field reconstruction on Audio Gym
0.168MAE pi (m)RLF GPSD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RLF GPSDParams=4.1k, FLOPs=8.5k, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | 0.168 | 3.75 | 1.86 | 1.53 | — | — | |
| RLF GDIAGParams=256, FLOPs=335, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | 0.187 | 3.92 | 2.15 | 1.72 | — | — | |
| MLP - LargeParams=14.6k, FLOPs=57.0k, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | 0.302 | 8.52 | 1.99 | 1.76 | 0.385 | 0.304 | |
| MLP - SmallParams=2.1k, FLOPs=8.3k, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | 0.361 | 10.9 | 2.47 | 2.21 | 0.487 | 0.326 | |
| RLF EuclideanParams=0, FLOPs=46, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | 1.18 | 7.54 | 3.27 | 2.56 | — | — | |
| Dot ProductParams=0, FLOPs=32, Memory=1.8 MB, Latent embedding dimension (n)=162026.02 | — | — | — | — | 1.4 | 0.324 |