| MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation | ✓ Link | 0.963 | MEMFOF-L | 2025-06-29 |
| Unifying Flow, Stereo and Depth Estimation | ✓ Link | 1.03 | GMFlow | 2022-11-10 |
| DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework | ✓ Link | 1.046 | DPFlow | 2025-03-19 |
| CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow | ✓ Link | 1.092 | CroCo-Flow | 2022-11-18 |
| FlowFormer: A Transformer Architecture for Optical Flow | ✓ Link | 1.16 | FlowFormer | 2022-03-30 |
| Rethinking RAFT for Efficient Optical Flow | ✓ Link | 1.27 | Ef-RAFT | 2024-01-01 |
| Recurrent Partial Kernel Network for Efficient Optical Flow Estimation | ✓ Link | 1.315 | RPKNet | 2024-02-01 |
| Learning to Estimate Hidden Motions with Global Motion Aggregation | ✓ Link | 1.388 | GMA | 2021-04-06 |
| Global Matching with Overlapping Attention for Optical Flow Estimation | ✓ Link | 1.390 | GMFlowNet | 2022-03-21 |
| Deep Equilibrium Optical Flow Estimation | ✓ Link | 1.519 | DEQ-Flow-H | 2022-04-18 |
| RAFT: Recurrent All-Pairs Field Transforms for Optical Flow | ✓ Link | 1.609 | RAFT (warm-start) | 2020-03-26 |
| Perceiver IO: A General Architecture for Structured Inputs & Outputs | ✓ Link | 1.81 | Perceiver IO | 2021-07-30 |
| RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation | ✓ Link | 2.03 | RAPIDFlow | 2024-05-01 |
| MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask | ✓ Link | 2.52 | MaskFlownet | 2020-03-24 |
| Optical Flow in Mostly Rigid Scenes | | 2.53 | MR-Flow | 2017-05-03 |
| MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask | ✓ Link | 2.77 | MaskFlownet-S | 2020-03-24 |
| ProFlow: Learning to Predict Optical Flow | | 2.82 | ProFlow+ft | 2018-06-03 |
| LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation | ✓ Link | 2.99 | LiteFlowNet3 | 2020-07-18 |
| LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation | ✓ Link | 3.03 | LiteFlowNet3-S | 2020-07-18 |
| A Lightweight Optical Flow CNN -- Revisiting Data Fidelity and Regularization | ✓ Link | 3.48 | LiteFlowNet2-ft | 2019-03-15 |
| ScopeFlow: Dynamic Scene Scoping for Optical Flow | ✓ Link | 3.592 | ScopeFlow | 2020-02-25 |
| FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network | | 3.71 | FDFlowNet-ft | 2020-06-22 |
| SelFlow: Self-Supervised Learning of Optical Flow | ✓ Link | 3.74 | SelFlow | 2019-04-19 |
| Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation | ✓ Link | 3.84 | IRR-PWC | 2019-04-10 |
| FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks | ✓ Link | 3.96 | FlowNet2 | 2016-12-06 |
| LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation | ✓ Link | 4.54 | LiteFlowNet-ft | 2018-05-18 |
| Cost Function Unrolling in Unsupervised Optical Flow | ✓ Link | 4.69 | UnrolledCost | 2020-11-30 |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation | ✓ Link | 4.89 | FastFlowNet-ft | 2021-03-08 |
| Optical Flow Estimation using a Spatial Pyramid Network | ✓ Link | 6.64 | Spynet | 2016-11-03 |