Optical Flow Estimation on KITTI flow 2012 (test)
1.6EPELiteFlowNet
Evaluation Results
| Method | Links | |
|---|---|---|
| LiteFlowNetfine-tuned=true2018.02 | 1.6 | |
| PWC-Netfine-tuned=true2018.02 | 1.7 | |
| FlowNet2fine-tuned=true2018.02 | 1.8 | |
| EPC++ (stereo)Backbone=PWC-Net, #params=5.1M2018.10 | 2.2 | |
| Devonfine-tuned=true2018.02 | 2.6 | |
| EPC++ (mono)Backbone=PWC-Net, #params=5.1M2018.10 | 2.6 | |
| FlowFieldsfine-tuned=false2018.02 | 3 | |
| EpicFlow2017.02 | 3.8 | |
| EpicFlowUnsupervised=true2017.11 | 3.8 | |
| EpicFlowfine-tuned=false2018.02 | 3.8 | |
| OccAwareFlowBackbone=FlowNet-C, #params=39.2M2018.10 | 4.2 | |
| DF-NetBackbone=FlowNet-C, #params=39.2M2018.10 | 4.4 | |
| SpyNetfine-tuned=true2018.02 | 4.7 | |
| FlowNet2017.02 | 9.1 | |
| FlowNetSUnsupervised=true2017.11 | 9.1 | |
| FlowNetSfine-tuned=true2018.02 | 9.1 | |
| Deep Voxel FlowFine-tuning=true2017.02 | 9.5 | |
| B. Basics2017.02 | 9.9 | |
| LD Flow2017.02 | 12.4 | |
| LDOFUnsupervised=true2017.11 | 12.4 | |
| DSTFlowBackbone=FlowNet-C, #params=39.2M2018.10 | 12.4 | |
| Super SloMoUnsupervised=true2017.11 | 13 | |
| Deep Voxel FlowFine-tuning=false2017.02 | 14.6 | |
| DVFUnsupervised=true2017.11 | 14.6 |