Internal Energy Probing on 2D Turbulent Layer N=9 OOD
22.1MAPETime-Dependent Probe
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Time-Dependent ProbeProbe Method=Time-Dependent Probe2026.02 | 22.1 | 0.88 | |
| LL-FTProbe Method=LL-FT2026.02 | 32.5 | 0.8 | |
| UNetConvNextArchitecture=UNetConvNext, Probe Method=PhyIP2026.02 | 36.9 | 0.83 | |
| MLP ProbeProbe Method=MLP Probe2026.02 | 37.2 | 0.72 | |
| Full FTProbe Method=Full FT2026.02 | 41.2 | 0.81 | |
| UNetClassicArchitecture=UNetClassic, Probe Method=PhyIP2026.02 | 42.3 | 0.71 | |
| Linear Probe on Raw InputsProbe Method=Linear Probe on Raw Inputs2026.02 | 58.5 | 0.32 | |
| FNOArchitecture=FNO, Probe Method=PhyIP2026.02 | 76 | 0.61 | |
| TFNOArchitecture=TFNO, Probe Method=PhyIP2026.02 | 89.7 | 0.67 |