Metric: Mean AUC@5° (higher is better)
| # | Model↕ | Mean AUC@5°▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GIM-RoMa | 53.3 | No | GIM: Learning Generalizable Image Matcher From I... | 2024-02-16 | Code |
| 2 | GIM-DKM | 51.2 | No | GIM: Learning Generalizable Image Matcher From I... | 2024-02-16 | Code |
| 3 | RoMa | 48.8 | No | RoMa: Robust Dense Feature Matching | 2023-05-24 | Code |
| 4 | DKM | 46.2 | No | DKM: Dense Kernelized Feature Matching for Geome... | 2022-02-01 | Code |
| 5 | GIM-LoFTR | 39.1 | No | GIM: Learning Generalizable Image Matcher From I... | 2024-02-16 | Code |
| 6 | GIM-LightGlue | 38.3 | No | GIM: Learning Generalizable Image Matcher From I... | 2024-02-16 | Code |
| 7 | LoFTR | 33.1 | No | LoFTR: Detector-Free Local Feature Matching with... | 2021-04-01 | Code |
| 8 | RootSIFT | 31.8 | No | - | - | Code |
| 9 | LightGlue | 31.7 | No | LightGlue: Local Feature Matching at Light Speed | 2023-06-23 | Code |
| 10 | SuperGlue | 31.2 | No | SuperGlue: Learning Feature Matching with Graph ... | 2019-11-26 | Code |