| FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation | ✓ Link | 0.68 | FreeFlow-L | 2026-09-10 |
| FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow | | 0.85 | FlowIt (XL) | 2026-03-30 |
| MegaFlow: Zero-Shot Large Displacement Optical Flow | | 0.91 | MegaFlow | 2026-03-26 |
| FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow | | 0.91 | FlowIt (L) | 2026-03-30 |
| Optical Flow Matching: Reframing Optical Flow as Continuous Transport Dynamics | | 0.94 | OFM | 2026-06-03 |
| FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow | | 0.95 | FlowIt (M) | 2026-03-30 |
| MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation | ✓ Link | 0.963 | MEMFOF-L | 2025-06-29 |
| VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation | ✓ Link | 0.991 | VideoFlow (5 frames) (extra data) | 2023-03-15 |
| FlowIt: Global Matching via Hierarchical Transformers and Optimal Transport for Optical Flow | | 1.01 | FlowIt (S) | 2026-03-30 |
| FlowPainter: Inpainting Optical Flow via Confidence-Guided Completion | ✓ Link | 1.01 | FlowPainter | 2026-07-11 |
| FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models | ✓ Link | 1.02 | FlowDiffuser | 2024-06-17 |
| Unifying Flow, Stereo and Depth Estimation | ✓ Link | 1.03 | GMFlow | 2022-11-10 |
| ProMotion: Prototypes As Motion Learners | | 1.04 | ProMotion | 2024-06-07 |
| StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences | ✓ Link | 1.041 | StreamFlow (4 frames, Sintel fine-tuned) (extra data) | 2023-11-28 |
| DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework | ✓ Link | 1.046 | DPFlow | 2025-03-19 |
| MemFlow: Optical Flow Estimation and Prediction with Memory | ✓ Link | 1.05 | MemFlow | 2024-04-07 |
| FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation | | 1.07 | FlowFormer++ (extra data) | 2023-03-02 |
| CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow | ✓ Link | 1.092 | CroCo-Flow | 2022-11-18 |
| SplatFlow: Learning Multi-frame Optical Flow via Splatting | ✓ Link | 1.119 | SplatFlow-GMA (Sintel fine-tuned, 3-frame, no WarmStart) (extra data) | 2023-06-15 |
| 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 |
| SKFlow: Learning Optical Flow with Super Kernels | ✓ Link | 1.28 | SKFlow (extra data) | 2022-05-29 |
| SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow | ✓ Link | 1.309 | SEA-RAFT(L) (extra data) | 2024-05-23 |
| 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 |
| GMFlow: Learning Optical Flow via Global Matching | ✓ Link | 1.74 | GMFlow (extra data) | 2021-11-26 |
| 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 |
| U$^{2}$Flow: Uncertainty-Aware Unsupervised Optical Flow Estimation | ✓ Link | 2.83 | U2Flow | 2026-04-11 |
| U$^{2}$Flow: Uncertainty-Aware Unsupervised Optical Flow Estimation | ✓ Link | 2.83 | U2Flow (+FF) | 2026-04-11 |
| 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 |
| PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume | ✓ Link | 3.86 | PWC-Net-ft (extra data) | 2017-09-07 |
| 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 |
| FlowNet: Learning Optical Flow with Convolutional Networks | | 6.08 | FlowNetC+ft+v (Sintel fine-tuned, variational refinement) (extra data) | 2015-04-26 |
| Optical Flow Estimation using a Spatial Pyramid Network | ✓ Link | 6.64 | Spynet | 2016-11-03 |