3D elastic wavefield prediction on HEMEWS-3D ρ = 2% 1,000 samples (test)
0.119rMAEDPS + NO (iso)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DPS + NO (iso)Sensor density (ρ)=2%, Number of sensors (|S|)=202026.06 | 0.119 | 0.203 | 0.09 | 0.153 | 0.253 | 0.35 | |
| FreqNO-DPSSensor density (ρ)=2%, Number of sensors (|S|)=202026.06 | 0.125 | 0.235 | 0.011 | 0.006 | 0.047 | 0.286 | |
| FreqNO-DPS (α= 1)Sensor density (ρ)=2%, Number of sensors (|S|)=20, LMMSE Wiener filter=disabled2026.06 | 0.132 | 0.232 | 0.118 | 0.192 | 0.25 | 0.15 | |
| MIFNOSensor density (ρ)=Sensor-independent2026.06 | 0.133 | 0.224 | 0.075 | 0.137 | 0.239 | 0.581 | |
| DPSSensor density (ρ)=2%, Number of sensors (|S|)=202026.06 | 0.168 | 0.28 | 0.418 | 0.506 | 0.557 | 0.617 |