# Local Feature Matching on HPatches (all) Source: [Local Feature Matching on HPatches (all)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:56.676Z Evaluation of local feature matching performance on the complete HPatches dataset, measured using Mean Matching Accuracy (MMA) at specific pixel thresholds (e.g., 3px and 5px). 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 | Local Feature Matching | | Dataset (including any stated split) | HPatches (all) | | Metric | MMA@5px | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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@5px](): Higher is better; unit: PERCENT. - [MMA@3px](): Higher is better; unit: PERCENT. ## Recorded results | Method | MMA@5px | Result date | Report paper | | --- | --- | --- | --- | | RELF | 78 | Not recorded | 68fa6edf1e209131cea428e8 | | GIFT | 76.03 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 73.92 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 70.69 | Not recorded | 68fa6edf1e209131cea428e8 | | SuperPoint | 69.71 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 64.1 | Not recorded | 68fa6edf1e209131cea428e8 | | LISRD | 62.16 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 61.57 | Not recorded | 68fa6edf1e209131cea428e8 | | RF-Net | 59.08 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 58.72 | Not recorded | 68fa6edf1e209131cea428e8 | | LF-Net | 56.45 | Not recorded | 68fa6edf1e209131cea428e8 | | ORB | 52.22 | Not recorded | 68fa6edf1e209131cea428e8 | | SIFT | 51.36 | Not recorded | 68fa6edf1e209131cea428e8 | | D2-Net | 50.18 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 45.59 | Not recorded | 68fa6edf1e209131cea428e8 | ### RELF MMA@5px: 78. Result ID: 6990778f3a6c31484900c3a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment","Backbone":"WideResNet16-8 (ReWRN)","Multiple descriptor extraction":"true"}. This record does not assert independent reproduction. ### GIFT MMA@5px: 76.03. Result ID: 6990778f3a6c31484900c398. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 73.92. Result ID: 6990778f3a6c31484900c39f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment","Backbone":"WideResNet16-8 (ReWRN)"}. This record does not assert independent reproduction. ### RELF MMA@5px: 70.69. Result ID: 6990778f3a6c31484900c39e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment"}. This record does not assert independent reproduction. ### SuperPoint MMA@5px: 69.71. Result ID: 6990778f3a6c31484900c394. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 64.1. Result ID: 6990778f3a6c31484900c39a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"avgpool"}. This record does not assert independent reproduction. ### LISRD MMA@5px: 62.16. Result ID: 6990778f3a6c31484900c399. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 61.57. Result ID: 6990778f3a6c31484900c39b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"maxpool"}. This record does not assert independent reproduction. ### RF-Net MMA@5px: 59.08. Result ID: 6990778f3a6c31484900c396. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 58.72. Result ID: 6990778f3a6c31484900c39d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"bilinear pool \[29\]","Backbone":"WideResNet16-8 (ReWRN)"}. This record does not assert independent reproduction. ### LF-Net MMA@5px: 56.45. Result ID: 6990778f3a6c31484900c395. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORB MMA@5px: 52.22. Result ID: 6990778f3a6c31484900c393. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIFT MMA@5px: 51.36. Result ID: 6990778f3a6c31484900c392. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D2-Net MMA@5px: 50.18. Result ID: 6990778f3a6c31484900c397. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 45.59. Result ID: 6990778f3a6c31484900c39c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"bilinear pool \[29\]"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.