Irregular field reconstruction on Heat Exchanger
86.78GPU Utilization (%)GNO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GNOParam.=0.27 M, FLOPs=429.49 G2026.04 | 86.78 | 36.15 | 1,965.99 | 572 | 20.48 | 10.07 | |
| VIRSOParam.=1.66 M, FLOPs=2.56 G, Variant=V-KNN, Mode=Variable KNN2026.04 | 64.11 | 14.93 | 1,153.94 | 265.02 | 8.32 | 1.91 | |
| VIRSOParam.=1.66 M, FLOPs=2.03 G2026.04 | 42.35 | 5.71 | 1,039.98 | 193.35 | 7.77 | 1.3 | |
| VIRSOParam.=0.11 M, FLOPs=0.99 G, Variant=Spatial, Mode=Spatial-Only2026.04 | 32.77 | 6.95 | 1,031.65 | 178.15 | 8.93 | 1.4 | |
| NOMADParam.=2.69 M, FLOPs=11.29 G2026.04 | 30.92 | 1.12 | 999.92 | 196.03 | 2.35 | 0.41 | |
| Geo-FNOParam.=2.70 M, FLOPs=1.58 G2026.04 | 23.63 | 2.02 | 1,059.39 | 139.39 | 4.94 | 0.59 | |
| VIRSOParam.=1.58 M, FLOPs=0.98 G, Variant=Spectral, Mode=Spectral-Only2026.04 | 17.34 | 1 | 937.93 | 124.41 | 8.18 | 0.86 |