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Optical Flow Estimation on MPI Sintel final (test)

4.56AEELiteFlowNet
4.37765.60886.848.0712May 18, 2018Sep 22, 2018Jan 28, 2019Jun 5, 2019Oct 10, 2019Feb 15, 2020Jun 22, 2020
Updated 8mo ago

Evaluation results

MethodLinks
LiteFlowNetCategory=Lightweight CNN2018.054.56
PWC-NetFine-tuning=true2020.065.04
FDFlowNetFine-tuning=true2020.065.11
DC FlowCategory=Hybrid2018.055.12
PWC-NetFine-tuning=true, Model Variant=small2020.065.32
Bailer et al.Category=Hybrid2018.055.36
LiteFlowNet-ftCategory=Lightweight CNN, fine-tuned=true2018.055.38
LiteFlowNetFine-tuning=true2020.065.38
Deep DiscreteFlowCategory=Hybrid2018.055.73
FlowNet2-ft-sintelCategory=Heavyweight CNN, fine-tuned=Sintel2018.055.74
FlowNet2Fine-tuning=true2020.065.74
FlowFieldsCategory=Conventional2018.055.81
FlowNet2Category=Heavyweight CNN2018.056.02
FlowNet2Fine-tuning=false2020.066.02
EpicFlowCategory=Conventional2018.056.29
LiteFlowNetXCategory=Lightweight CNN2018.056.81
DeepFlowCategory=Conventional2018.057.21
FlowNetS-ftCategory=Heavyweight CNN, fine-tuned=true2018.057.76
PCA-LayersCategory=Conventional2018.057.89
Classic+NLPCategory=Conventional2018.058.29
SPyNet-ftCategory=Lightweight CNN, fine-tuned=true2018.058.36
SPyNetFine-tuning=true2020.068.36
FlowNetSCategory=Heavyweight CNN2018.058.43
SPyNetCategory=Lightweight CNN2018.058.43
SPyNetFine-tuning=false2020.068.43
FlowNetC-ftCategory=Heavyweight CNN, fine-tuned=true2018.058.51
FlowNetCFine-tuning=true2020.068.51
FlowNetCCategory=Heavyweight CNN2018.058.81
FlowNetCFine-tuning=false2020.068.81
LDOFCategory=Conventional2018.059.12