| Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence | ✓ Link | 85.6 | GeoAware-SC (Supervised, AP-10K P.T.) | 2023-11-28 |
| Semantic Correspondence: Unified Benchmarking and a Strong Baseline | ✓ Link | 85.2 | DINOv2 | 2025-05-23 |
| Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence | ✓ Link | 82.9 | GeoAware-SC (Supervised) | 2023-11-28 |
| A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence | ✓ Link | 74.6 | SD+DINO (Supervised) | 2023-05-24 |
| CleanDIFT: Diffusion Features without Noise | ✓ Link | 70.0 | GeoAware-SC + CleanDIFT (Zero-Shot) | 2024-12-04 |
| Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence | ✓ Link | 68.5 | GeoAware-SC (Zero-Shot) | 2023-11-28 |
| CleanDIFT: Diffusion Features without Noise | ✓ Link | 64.8 | SD+DINO + CleanDIFT (Zero-Shot) | 2024-12-04 |
| Integrative Feature and Cost Aggregation with Transformers for Dense Correspondence | | 64.4 | IFCAT | 2022-09-19 |
| A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence | ✓ Link | 64.0 | SD+DINO (Zero-shot) | 2023-05-24 |
| CleanDIFT: Diffusion Features without Noise | ✓ Link | 61.4 | DIFT + CleanDIFT (Zero-Shot) | 2024-12-04 |
| CATs++: Boosting Cost Aggregation with Convolutions and Transformers | ✓ Link | 59.8 | CATs++ | 2022-02-14 |
| Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation | ✓ Link | 55.5 | VAT (ECCV) | 2022-07-22 |
| Cost Aggregation Is All You Need for Few-Shot Segmentation | ✓ Link | 54.2 | VAT | 2021-12-22 |
| TransforMatcher: Match-to-Match Attention for Semantic Correspondence | ✓ Link | 53.7 | TransforMatcher | 2022-05-23 |
| Multi-scale Matching Networks for Semantic Correspondence | ✓ Link | 50.4 | MMNet | 2021-07-31 |
| CATs: Cost Aggregation Transformers for Visual Correspondence | ✓ Link | 49.9 | CATs | 2021-06-04 |
| Convolutional Hough Matching Networks | ✓ Link | 46.3 | CHM | 2021-03-31 |
| Unsupervised Semantic Correspondence Using Stable Diffusion | ✓ Link | 45.4 | LDMCorrespondences | 2023-05-24 |
| Learning to Compose Hypercolumns for Visual Correspondence | ✓ Link | 37.3 | DHPF | 2020-07-21 |
| Semantic Correspondence as an Optimal Transport Problem | ✓ Link | 35.6 | SCOT | 2020-06-01 |
| Correspondence Networks with Adaptive Neighbourhood Consensus | ✓ Link | 30.1 | ANCNet | 2020-03-26 |
| Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features | ✓ Link | 28.2 | HPF | 2019-08-18 |