Optical Flow Estimation on MPI Sintel final (test)
4.56AEELiteFlowNet
Evaluation Results
| Method | Links | |
|---|---|---|
| LiteFlowNetCategory=Lightweight CNN2018.05 | 4.56 | |
| PWC-NetFine-tuning=true2020.06 | 5.04 | |
| FDFlowNetFine-tuning=true2020.06 | 5.11 | |
| DC FlowCategory=Hybrid2018.05 | 5.12 | |
| PWC-NetFine-tuning=true, Model Variant=small2020.06 | 5.32 | |
| Bailer et al.Category=Hybrid2018.05 | 5.36 | |
| LiteFlowNet-ftCategory=Lightweight CNN, fine-tuned=true2018.05 | 5.38 | |
| LiteFlowNetFine-tuning=true2020.06 | 5.38 | |
| Deep DiscreteFlowCategory=Hybrid2018.05 | 5.73 | |
| FlowNet2-ft-sintelCategory=Heavyweight CNN, fine-tuned=Sintel2018.05 | 5.74 | |
| FlowNet2Fine-tuning=true2020.06 | 5.74 | |
| FlowFieldsCategory=Conventional2018.05 | 5.81 | |
| FlowNet2Category=Heavyweight CNN2018.05 | 6.02 | |
| FlowNet2Fine-tuning=false2020.06 | 6.02 | |
| EpicFlowCategory=Conventional2018.05 | 6.29 | |
| LiteFlowNetXCategory=Lightweight CNN2018.05 | 6.81 | |
| DeepFlowCategory=Conventional2018.05 | 7.21 | |
| FlowNetS-ftCategory=Heavyweight CNN, fine-tuned=true2018.05 | 7.76 | |
| PCA-LayersCategory=Conventional2018.05 | 7.89 | |
| Classic+NLPCategory=Conventional2018.05 | 8.29 | |
| SPyNet-ftCategory=Lightweight CNN, fine-tuned=true2018.05 | 8.36 | |
| SPyNetFine-tuning=true2020.06 | 8.36 | |
| FlowNetSCategory=Heavyweight CNN2018.05 | 8.43 | |
| SPyNetCategory=Lightweight CNN2018.05 | 8.43 | |
| SPyNetFine-tuning=false2020.06 | 8.43 | |
| FlowNetC-ftCategory=Heavyweight CNN, fine-tuned=true2018.05 | 8.51 | |
| FlowNetCFine-tuning=true2020.06 | 8.51 | |
| FlowNetCCategory=Heavyweight CNN2018.05 | 8.81 | |
| FlowNetCFine-tuning=false2020.06 | 8.81 | |
| LDOFCategory=Conventional2018.05 | 9.12 |