# Image matching on HPatches 1 (test) Source: [Image matching on HPatches 1 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-08T08:11:00.675Z Evaluation of local image matching performance on the HPatches 1 test split, measured using Mean Matching Accuracy (MMA) at 3 pixels and Area Under Curve (AUC) at 2 and 5 pixels thresholds. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Image matching | | Dataset (including any stated split) | HPatches 1 (test) | | Metric | MMA (3px) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MMA (3px)](): Higher is better; unit: PERCENT. - [AUC (2px)](): Higher is better; unit: PERCENT. - [AUC (5px)](): Higher is better; unit: PERCENT. ## Recorded results | Method | MMA (3px) | Result date | Report paper | | --- | --- | --- | --- | | GESS | 83.51 | Not recorded | 69d5e0ea7d0172140ec758ea | | SAMFeat | 81.96 | Not recorded | 69d5e0ea7d0172140ec758ea | | MTLDesc | 78.77 | Not recorded | 69d5e0ea7d0172140ec758ea | | DISK | 77.45 | Not recorded | 69d5e0ea7d0172140ec758ea | | R2D2 | 71.83 | Not recorded | 69d5e0ea7d0172140ec758ea | | ALIKE-N | 68.1 | Not recorded | 69d5e0ea7d0172140ec758ea | | ALIKE-L | 68.1 | Not recorded | 69d5e0ea7d0172140ec758ea | | SFD2 | 67.94 | Not recorded | 69d5e0ea7d0172140ec758ea | | SuperPoint | 59.38 | Not recorded | 69d5e0ea7d0172140ec758ea | | D2-Net | 43.51 | Not recorded | 69d5e0ea7d0172140ec758ea | ### GESS MMA (3px): 83.51. Result ID: 69d60d8b47f34ce924be7a5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### SAMFeat MMA (3px): 81.96. Result ID: 69d60d8b47f34ce924be7a5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### MTLDesc MMA (3px): 78.77. Result ID: 69d60d8b47f34ce924be7a5b. [Reporting paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### DISK MMA (3px): 77.45. Result ID: 69d60d8b47f34ce924be7a57. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### R2D2 MMA (3px): 71.83. Result ID: 69d60d8b47f34ce924be7a56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### ALIKE-N MMA (3px): 68.1. Result ID: 69d60d8b47f34ce924be7a58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"N","Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### ALIKE-L MMA (3px): 68.1. Result ID: 69d60d8b47f34ce924be7a59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Size":"L","Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### SFD2 MMA (3px): 67.94. Result ID: 69d60d8b47f34ce924be7a5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### SuperPoint MMA (3px): 59.38. Result ID: 69d60d8b47f34ce924be7a54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. ### D2-Net MMA (3px): 43.51. Result ID: 69d60d8b47f34ce924be7a55. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Matching Strategy":"Nearest Neighbor (NN)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.