| ELFNet: Evidential Local-global Fusion for Stereo Matching | ✓ Link | 0.33 | ELFNet | 2023-08-01 |
| OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline | ✓ Link | 0.34 | StereoBase (extra data) | 2023-12-01 |
| FoundationStereo: Zero-Shot Stereo Matching | ✓ Link | 0.34 | FoundationStereo (extra data) | 2025-01-17 |
| CogStereo: Neural Stereo Matching with Implicit Spatial Cognition Embedding | | 0.35 | CogStereo (DAv2 ViT-L) (extra data) | 2025-10-25 |
| HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching | ✓ Link | 0.36 | HITNet XL | 2020-07-23 |
| MonSter: Marry Monodepth to Stereo Unleashes Power | | 0.37 | MonSter++ (extra data) | 2025-01-15 |
| MoCha-Stereo: Motif Channel Attention Network for Stereo Matching | ✓ Link | 0.41 | MoCha-Stereo | 2024-04-10 |
| Global Regulation and Excitation via Attention Tuning for Stereo Matching | | 0.413 | GREAT-IGEV | 2025-09-19 |
| DEFOM-Stereo: Depth Foundation Model Based Stereo Matching | ✓ Link | 0.42 | DEFOM-Stereo (ViT-L) (extra data) | 2025-01-16 |
| IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching | ✓ Link | 0.43 | IGEV++ | 2024-09-01 |
| Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching | ✓ Link | 0.44 | Selective-IGEV | 2024-03-01 |
| MC-Stereo: Multi-Peak Lookup and Cascade Search Range for Stereo Matching | | 0.45 | MC-Stereo | 2023-11-04 |
| Neural Markov Random Field for Stereo Matching | ✓ Link | 0.45 | NMRF-Stereo | 2024-03-17 |
| Rectified Iterative Disparity for Stereo Matching | | 0.45 | DR-Stereo | 2024-06-16 |
| Decoupling Bidirectional Geometric Representations of 4D cost volume with 2D convolution | ✓ Link | 0.45 | DBStereo-L (extra data) | 2025-09-02 |
| Pip-Stereo: Progressive Iterations Pruner for Iterative Optimization based Stereo Matching | | 0.45 | PipStereo (1 iteration) (extra data) | 2026-02-24 |
| Generalized Geometry Encoding Volume for Real-time Stereo Matching | | 0.46 | GGEV (ViT-S, 8 iterations) (extra data) | 2025-12-07 |
| Iterative Geometry Encoding Volume for Stereo Matching | ✓ Link | 0.47 | IGEV-Stereo | 2023-03-12 |
| LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation | | 0.51 | LightStereo-H (extra data) | 2024-06-28 |
| BANet: Bilateral Aggregation Network for Mobile Stereo Matching | ✓ Link | 0.51 | BANet-3D (extra data) | 2025-03-05 |
| CAR-Stereo: Confidence-Aware Adaptive Disparity Refinement for Real-Time Stereo Matching | | 0.54 | CAR-Stereo | 2026-06-01 |
| MAFNet:Multi-frequency Adaptive Fusion Network for Real-time Stereo Matching | | 0.56 | MAFNet (extra data) | 2025-12-04 |
| EDNet: Efficient Disparity Estimation with Cost Volume Combination and Attention-based Spatial Residual | | 0.63 | EDNet | 2020-10-26 |
| Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation | ✓ Link | 0.6754 | SEDNet (3σ soft inlier threshold) | 2023-03-31 |
| AANet: Adaptive Aggregation Network for Efficient Stereo Matching | ✓ Link | 0.72 | AANet+ | 2020-04-20 |
| Pyramid Stereo Matching Network | ✓ Link | 1.09 | PSMNet | 2018-03-23 |
| StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction | | 1.101 | StereoNet (8x, multi-refinement) | 2018-07-24 |
| Learned Binocular-Encoding Optics for RGBD Imaging Using Joint Stereo and Focus Cues | | 1.12 | D-S Rank2 | 2025-06-11 |
| A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation | ✓ Link | 1.68 | DispNetCorr1D (DispNetC) | 2015-12-07 |