List your company
ResearchFormerly WizWand

Optical Flow on FlyingThings3D (val)

1.73EPE2DCamLiRAFT
1.53722.83864.145.4414Nov 20, 2021Feb 9, 2022May 1, 2022Jul 21, 2022Oct 10, 2022Dec 30, 2022Mar 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
CamLiRAFTInput=RGB+XYZ, Parameters=8.4M, pretrained on ImageNet-1k=true2023.031.7387.5
CamLiRAFTInput=RGB+XYZ, Parameters=7.4M2023.031.7687.1
CamLiPWCInput=RGB+XYZ, Parameters=8.5M2023.032.0385.9
CamLiFlow (W/o fine-tuning)Input=Image+LiDAR, Parameters=7.7M, Fine-tuned=false2021.112.180.843
CamLiFlowInput=RGB+XYZ, Parameters=7.7M2023.032.1884.3
CamLiFlowInput=Image+LiDAR, Parameters=7.7M, Fine-tuned=true2021.112.20.873
RAFT-3DInput=Image+Depth, Parameters=45M2021.112.370.871
RAFT-3DInput=RGB+Depth, Parameters=45M, pretrained on ImageNet-1k=true2023.032.3787.1
RAFTInput=Image, Parameters=5.3M2021.113.120.811
RAFTInput=RGB, Parameters=5.3M2023.033.1281.1
FlowNet2.0Input=Image, Parameters=162.5M2021.115.050.728
FlowNet2Input=RGB, Parameters=162.5M2023.035.0572.8
DeepLiDARFlowInput=Image+LiDAR, Parameters=8.3M2021.116.040.471
PWC-NetInput=Image, Parameters=9.4M2021.116.550.643
PWC-NetInput=RGB, Parameters=9.4M2023.036.5564.3