| WAFT: Warping-Alone Field Transforms for Optical Flow | ✓ Link | 3.182 | | | WAFT-DINOv3-a2 | 2025-06-26 |
| FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation | ✓ Link | 3.192 | 1.048 | 0.278 | FreeFlow-L | 2026-09-10 |
| WAFT: Warping-Alone Field Transforms for Optical Flow | ✓ Link | 3.268 | | | WAFT-Twins-a2 | 2025-06-26 |
| MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation | ✓ Link | 3.289 | | | MEMFOF | 2025-06-29 |
| WAFT: Warping-Alone Field Transforms for Optical Flow | ✓ Link | 3.298 | | | WAFT-DAv2-a2 | 2025-06-26 |
| WAFT: Warping-Alone Field Transforms for Optical Flow | ✓ Link | 3.347 | | | WAFT-DAv2-a1-1080p | 2025-06-26 |
| WAFT: Warping-Alone Field Transforms for Optical Flow | ✓ Link | 3.418 | | | WAFT-DAv2-a1-540p | 2025-06-26 |
| DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework | ✓ Link | 3.442 | | | DPFlow | 2025-03-19 |
| FAST: Flow Any Scene Transformer | | 3.494 | | | FAST-Huge | 2026-09-30 |
| Optical Flow Matching: Reframing Optical Flow as Continuous Transport Dynamics | | 3.66 | 1.477 | 0.468 | OFM (zero-shot) (extra data) | 2026-06-03 |
| SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow | ✓ Link | 3.686 | 1.347 | 0.363 | SEA-RAFT(M) (extra data) | 2024-05-23 |
| MemFlow: Optical Flow Estimation and Prediction with Memory | ✓ Link | 4.48 | 1.42 | 0.471 | MemFlow | 2024-04-07 |
| CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow | ✓ Link | 4.565 | | | CroCo-Flow (Spring fine-tuned, 2-frame) (extra data) | 2022-11-18 |
| Recurrent Partial Kernel Network for Efficient Optical Flow Estimation | ✓ Link | 4.809 | | | RPKNet | 2024-02-01 |
| High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022) | ✓ Link | 5.724 | | | MS-RAFT+ | 2022-10-30 |
| FlowFormer: A Transformer Architecture for Optical Flow | ✓ Link | 6.510 | | | FlowFormer | 2022-03-30 |
| FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks | ✓ Link | 6.710 | | | FlowNet2 | 2016-12-06 |
| RAFT: Recurrent All-Pairs Field Transforms for Optical Flow | ✓ Link | 6.790 | | | RAFT | 2020-03-26 |
| Learning to Estimate Hidden Motions with Global Motion Aggregation | ✓ Link | 7.074 | | | GMA | 2021-04-06 |
| GMFlow: Learning Optical Flow via Global Matching | ✓ Link | 10.355 | | | GMFlow | 2021-11-26 |
| Optical Flow Estimation using a Spatial Pyramid Network | ✓ Link | 29.963 | | | SPyNet | 2016-11-03 |
| PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume | ✓ Link | 82.265 | | | PWCNet | 2017-09-07 |