Scene Flow on FlyingThings3D (test)
0.0416EPE3DPCFPWC-Net
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PCFPWC-NetTraining=Supervised2022.08 | 0.0416 | 86.45 | 96.58 | 22.63 | 2.2967 | 88.71 | |
| PV-RAFTTraining=Supervised2022.08 | 0.0461 | 81.69 | 95.74 | 29.24 | — | — | |
| HCRF-Flow2021.05 | 0.0488 | 83.37 | 95.07 | 26.14 | 2.5652 | 87.04 | |
| HCRF-FlowTraining=Supervised2022.08 | 0.0488 | 83.37 | 95.07 | 26.14 | 2.5652 | 87.04 | |
| FLOT2021.05 | 0.052 | 73.2 | 92.7 | 35.7 | — | — | |
| FLOTTraining=Supervised2022.08 | 0.052 | 73.2 | 92.7 | 35.7 | — | — | |
| PAFEmodule=PAFE module2021.05 | 0.0535 | 78.9 | 94.93 | 30.51 | 2.8253 | 83.46 | |
| PointPWC-Net2021.05 | 0.0588 | 73.79 | 92.76 | 34.24 | 3.239 | 79.94 | |
| PointPWC-NetTraining=Supervised2022.08 | 0.0588 | 73.79 | 92.76 | 34.24 | 3.239 | 79.94 | |
| HPLFlowNet2021.05 | 0.0804 | 61.44 | 85.55 | 42.87 | 4.6723 | 67.64 | |
| HPLFlowNetTraining=Supervised2022.08 | 0.0804 | 61.44 | 85.55 | 42.87 | 4.6723 | 67.64 | |
| FlowNet3D2021.05 | 0.0886 | 41.63 | 81.61 | 58.62 | 4.7142 | 60.1 | |
| FlowNet3DTraining=Supervised2022.08 | 0.1136 | 41.25 | 77.06 | 60.16 | 5.974 | 56.92 |