| FoundationStereo: Zero-Shot Stereo Matching | ✓ Link | 0.5 | FoundationStereo (zero-shot) (extra data) | 2025-01-17 |
| Stereo Anything: Unifying Stereo Matching with Large-Scale Mixed Data | ✓ Link | 0.77 | StereoAnything (FoundationStereo, zero-shot) (extra data) | 2024-11-21 |
| PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts | | 0.79 | PromptStereo (unlimited, zero-shot) (extra data) | 2026-03-02 |
| MonSter: Marry Monodepth to Stereo Unleashes Power | | 0.8 | MonSter++ (FTS, zero-shot) (extra data) | 2025-01-15 |
| MatchAttention: Embedding Explicit Matching Constraints into Attention for Efficient Stereo Matching | ✓ Link | 0.81 | MatchAttentionXL (extra data) | 2025-10-16 |
| Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching | ✓ Link | 1.22 | Fast-FoundationStereo (zero-shot) (extra data) | 2025-12-11 |
| Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail | | 1.43 | Stereo Anywhere (Depth Anything v2 Large, zero-shot) (extra data) | 2024-12-05 |
| CogStereo: Neural Stereo Matching with Implicit Spatial Cognition Embedding | | 1.5 | CogStereo (zero-shot) (extra data) | 2025-10-25 |
| Lite Any Stereo V2: Faster and Stronger Efficient Zero-Shot Stereo Matching | ✓ Link | 1.83 | LAS2-H (zero-shot) (extra data) | 2026-06-23 |
| Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts | ✓ Link | 1.87 | SMoEStereo (DepthAnythingV2 ViT-Large, zero-shot) (extra data) | 2025-07-07 |
| Diving into the Fusion of Monocular Priors for Generalized Stereo Matching | ✓ Link | 1.88 | Monocular Prior Fusion Stereo (zero-shot) (extra data) | 2025-05-20 |
| Generalized Geometry Encoding Volume for Real-time Stereo Matching | | 2.2 | GGEV (ViT-S, synthetic-mix, zero-shot) (extra data) | 2025-12-07 |
| Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching | ✓ Link | 2.26 | GANet+Ours | 2023-06-27 |
| Consistency-aware Self-Training for Iterative-based Stereo Matching | | 2.40 | CST-RAFT-Stereo (zero-shot) (extra data) | 2025-03-31 |
| Global Regulation and Excitation via Attention Tuning for Stereo Matching | | 2.8 | GREAT-RAFT (zero-shot) (extra data) | 2025-09-19 |
| OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline | ✓ Link | 3.12 | StereoBase (zero-shot) (extra data) | 2023-12-01 |
| MoCha-Stereo: Motif Channel Attention Network for Stereo Matching | ✓ Link | 3.2 | MoCha-Stereo | 2024-04-10 |
| RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching | ✓ Link | 3.28 | RAFT-Stereo (zero-shot) (extra data) | 2021-09-15 |
| Rectified Iterative Disparity for Stereo Matching | | 3.5 | DR-Stereo (zero-shot) (extra data) | 2024-06-16 |
| Lite Any Stereo: Efficient Zero-Shot Stereo Matching | | 3.53 | Lite Any Stereo (million-scale, zero-shot) (extra data) | 2025-11-20 |
| Iterative Geometry Encoding Volume for Stereo Matching | ✓ Link | 3.6 | IGEV-Stereo (zero-shot) (extra data) | 2023-03-12 |
| Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching | | 4.4 | CREStereo++ (SceneFlow-only) (extra data) | 2023-07-26 |