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SotA/Computer Vision/Optical Flow Estimation/KITTI 2012

Optical Flow Estimation on KITTI 2012

Metric: Average End-Point Error (lower is better)

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#Model↕Average End-Point Error▲Extra DataPaperDate↕Code
1CroCo-Flow0.8NoCroCo v2: Improved Cross-view Completion Pre-tra...2022-11-18Code
2MaskFlownet-S1.1NoMaskFlownet: Asymmetric Feature Matching with Le...2020-03-24Code
3MaskFlownet1.1NoMaskFlownet: Asymmetric Feature Matching with Le...2020-03-24Code
4LiteFlowNet31.3NoLiteFlowNet3: Resolving Correspondence Ambiguity...2020-07-18Code
5LiteFlowNet3-S1.3NoLiteFlowNet3: Resolving Correspondence Ambiguity...2020-07-18Code
6LiteFlowNet2-ft1.4NoA Lightweight Optical Flow CNN -- Revisiting Dat...2019-03-15Code
7SelFlow1.5NoSelFlow: Self-Supervised Learning of Optical Flow2019-04-19Code
8PWC-Net + ft - axXiv1.5NoModels Matter, So Does Training: An Empirical St...2018-09-14Code
9FDFlowNet-ft1.5NoFDFlowNet: Fast Optical Flow Estimation using a ...2020-06-22-
10IRR-PWC1.6NoIterative Residual Refinement for Joint Optical ...2019-04-10Code
11LiteFlowNet-ft1.6NoLiteFlowNet: A Lightweight Convolutional Neural ...2018-05-18Code
12FastFlowNet-ft1.8NoFastFlowNet: A Lightweight Network for Fast Opti...2021-03-08Code