Semantic correspondence
The task of semantic correspondence aims to establish reliable visual correspondence between different instances of the same object category.
Papers
Showing 171–175 of 175 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | GeoAware-SC (Supervised, AP-10K P.T.) | PCK | 85.6 | — | Unverified |
| 2 | DINOv2 | PCK | 85.2 | — | Unverified |
| 3 | GeoAware-SC (Supervised) | PCK | 82.9 | — | Unverified |
| 4 | SD+DINO (Supervised) | PCK | 74.6 | — | Unverified |
| 5 | GeoAware-SC + CleanDIFT (Zero-Shot) | PCK | 70 | — | Unverified |
| 6 | GeoAware-SC (Zero-Shot) | PCK | 68.5 | — | Unverified |
| 7 | SD+DINO + CleanDIFT (Zero-Shot) | PCK | 64.8 | — | Unverified |
| 8 | IFCAT | PCK | 64.4 | — | Unverified |
| 9 | SD+DINO (Zero-shot) | PCK | 64 | — | Unverified |
| 10 | DIFT + CleanDIFT (Zero-Shot) | PCK | 61.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DINOv2 | PCK | 95.8 | — | Unverified |
| 2 | GeoAware-SC (Supervised, AP-10K P.T.) | PCK | 95.7 | — | Unverified |
| 3 | GeoAware-SC (Supervised) | PCK | 95.1 | — | Unverified |
| 4 | CATs++ | PCK | 93.8 | — | Unverified |
| 5 | SD+DINO (Supervised) | PCK | 93.6 | — | Unverified |
| 6 | CATs | PCK | 92.6 | — | Unverified |
| 7 | VAT | PCK | 92.3 | — | Unverified |
| 8 | VAT (ECCV) | PCK | 92.3 | — | Unverified |
| 9 | CHM | PCK | 91.6 | — | Unverified |
| 10 | DHPF | PCK | 90.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LDMCorrespondences | PCK | 84.3 | — | Unverified |
| 2 | VAT (ECCV) | PCK | 81.6 | — | Unverified |
| 3 | VAT | PCK | 81 | — | Unverified |
| 4 | CHM | PCK | 79.4 | — | Unverified |
| 5 | CATs | PCK | 79.2 | — | Unverified |
| 6 | SCOT | PCK | 78.1 | — | Unverified |
| 7 | DHPF | PCK | 77.6 | — | Unverified |
| 8 | HPF | PCK | 76.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DINOv2 | PCK | 87.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LDM Correspondences | Mean PCK@0.05 | 61.6 | — | Unverified |