| Paper | Code | Average End-Point Error | ModelName | ReleaseDate |
|---|---|---|---|---|
| CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow | ✓ Link | 0.8 | CroCo-Flow (KITTI fine-tuned, 2-frame) (extra data) | 2022-11-18 |
| MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask | ✓ Link | 1.1 | MaskFlownet (extra data) | 2020-03-24 |
| PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume | ✓ Link | 1.7 | PWC-Net-ft (extra data) | 2017-09-07 |
| FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks | ✓ Link | 1.8 | FlowNet2-ft-kitti (extra data) | 2016-12-06 |
| Optical Flow Estimation using a Spatial Pyramid Network | ✓ Link | 4.7 | SPyNet+ft (Driving + Monkaa) (extra data) | 2016-11-03 |
| FlowNet: Learning Optical Flow with Convolutional Networks | 7.6 | FlowNetS+ft+v (Sintel fine-tuned, variational refinement) (extra data) | 2015-04-26 |