Fluid motion estimation on FluidFlow3D Turbulent Channel Flow
0.0019EPEFluidMotionNet
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FluidMotionNetTraining set size=Full dataset2024.10 | 0.0019 | 99.38 | 99.41 | 0.62 | 0.0051 | |
| FluidMotionNetTraining set size=1300 (10%)2024.10 | 0.0024 | 99.31 | 99.35 | 0.69 | 0.0063 | |
| GotFlow3DTraining set size=Full dataset2024.10 | 0.0024 | 99.13 | 99.74 | 0.26 | 0.006 | |
| FluidMotionNetTraining set size=130 (1%)2024.10 | 0.0025 | 99.25 | 99.31 | 0.75 | 0.0065 | |
| PV-RAFTTraining set size=Full dataset2024.10 | 0.0065 | 93.71 | 97.83 | 2.17 | 0.015 | |
| PointPWC-NetTraining set size=Full dataset2024.10 | 0.0127 | 87.51 | 98.41 | 1.59 | 0.032 | |
| FLOTTraining set size=Full dataset2024.10 | 0.0354 | 26.89 | 72.72 | 27.25 | 0.083 | |
| FlowNet3DTraining set size=Full dataset2024.10 | 0.0367 | 24.89 | 70.78 | 29.22 | 0.086 |