# Local Feature Matching on HPatches (viewpoint) Source: [Local Feature Matching on HPatches (viewpoint)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:56.536Z Evaluation of local feature matching performance on the HPatches viewpoint subset, measured using Mean Matching Accuracy (MMA) at specific pixel thresholds (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 (viewpoint) | | 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 | 78.06 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 74.69 | Not recorded | 68fa6edf1e209131cea428e8 | | GIFT | 72.48 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 70.97 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 65.85 | Not recorded | 68fa6edf1e209131cea428e8 | | SuperPoint | 64.96 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 63.42 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 60.06 | Not recorded | 68fa6edf1e209131cea428e8 | | RF-Net | 56.62 | Not recorded | 68fa6edf1e209131cea428e8 | | LISRD | 54.5 | Not recorded | 68fa6edf1e209131cea428e8 | | SIFT | 53.57 | Not recorded | 68fa6edf1e209131cea428e8 | | ORB | 53.55 | Not recorded | 68fa6edf1e209131cea428e8 | | LF-Net | 50.88 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 46.03 | Not recorded | 68fa6edf1e209131cea428e8 | | D2-Net | 37.02 | Not recorded | 68fa6edf1e209131cea428e8 | ### RELF MMA (5px): 78.06. Result ID: 6990778f3a6c31484900c3be. [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. ### RELF MMA (5px): 74.69. Result ID: 6990778f3a6c31484900c3bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment","Backbone":"WideResNet16-8 (ReWRN)"}. This record does not assert independent reproduction. ### GIFT MMA (5px): 72.48. Result ID: 6990778f3a6c31484900c3b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA (5px): 70.97. Result ID: 6990778f3a6c31484900c3bc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment"}. This record does not assert independent reproduction. ### RELF MMA (5px): 65.85. Result ID: 6990778f3a6c31484900c3b8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"avgpool"}. This record does not assert independent reproduction. ### SuperPoint MMA (5px): 64.96. Result ID: 6990778f3a6c31484900c3b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA (5px): 63.42. Result ID: 6990778f3a6c31484900c3b9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"maxpool"}. This record does not assert independent reproduction. ### RELF MMA (5px): 60.06. Result ID: 6990778f3a6c31484900c3bb. [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. ### RF-Net MMA (5px): 56.62. Result ID: 6990778f3a6c31484900c3b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LISRD MMA (5px): 54.5. Result ID: 6990778f3a6c31484900c3b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIFT MMA (5px): 53.57. Result ID: 6990778f3a6c31484900c3b0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORB MMA (5px): 53.55. Result ID: 6990778f3a6c31484900c3b1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LF-Net MMA (5px): 50.88. Result ID: 6990778f3a6c31484900c3b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA (5px): 46.03. Result ID: 6990778f3a6c31484900c3ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"bilinear pool \[29\]"}. This record does not assert independent reproduction. ### D2-Net MMA (5px): 37.02. Result ID: 6990778f3a6c31484900c3b5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.