| Paper | Code | Mean AUC@5° | ModelName | ReleaseDate |
|---|---|---|---|---|
| GIM: Learning Generalizable Image Matcher From Internet Videos | ✓ Link | 53.3 | GIM-RoMa | 2024-02-16 |
| Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space | ✓ Link | 51.8 | L2M | 2025-07-01 |
| GIM: Learning Generalizable Image Matcher From Internet Videos | ✓ Link | 51.2 | GIM-DKM | 2024-02-16 |
| RoMa: Robust Dense Feature Matching | ✓ Link | 48.8 | RoMa | 2023-05-24 |
| DKM: Dense Kernelized Feature Matching for Geometry Estimation | ✓ Link | 46.2 | DKM | 2022-02-01 |
| GIM: Learning Generalizable Image Matcher From Internet Videos | ✓ Link | 39.1 | GIM-LoFTR | 2024-02-16 |
| GIM: Learning Generalizable Image Matcher From Internet Videos | ✓ Link | 38.3 | GIM-LightGlue | 2024-02-16 |
| LoFTR: Detector-Free Local Feature Matching with Transformers | ✓ Link | 33.1 | LoFTR | 2021-04-01 |
| Three things everyone should know to improve object retrieval | ✓ Link | 31.8 | RootSIFT | 2012-06-16 |
| LightGlue: Local Feature Matching at Light Speed | ✓ Link | 31.7 | LightGlue | 2023-06-23 |
| SuperGlue: Learning Feature Matching with Graph Neural Networks | ✓ Link | 31.2 | SuperGlue | 2019-11-26 |