# Local Feature Matching on HPatches illumination Source: [Local Feature Matching on HPatches illumination]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:49:56.694Z Evaluation of local feature matching performance on the HPatches dataset, specifically focusing on the illumination variation subset, measured using Mean Matching Accuracy at 3px and 5px 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 | Local Feature Matching | | Dataset (including any stated split) | HPatches illumination | | 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 | | --- | --- | --- | --- | | GIFT | 79.71 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 77.94 | Not recorded | 68fa6edf1e209131cea428e8 | | SuperPoint | 74.63 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 73.13 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 70.39 | Not recorded | 68fa6edf1e209131cea428e8 | | LISRD | 70.09 | Not recorded | 68fa6edf1e209131cea428e8 | | D2-Net | 63.8 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 62.28 | Not recorded | 68fa6edf1e209131cea428e8 | | LF-Net | 62.21 | Not recorded | 68fa6edf1e209131cea428e8 | | RF-Net | 61.63 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 59.66 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 57.32 | Not recorded | 68fa6edf1e209131cea428e8 | | ORB | 50.85 | Not recorded | 68fa6edf1e209131cea428e8 | | SIFT | 49.08 | Not recorded | 68fa6edf1e209131cea428e8 | | RELF | 45.13 | Not recorded | 68fa6edf1e209131cea428e8 | ### GIFT MMA@5px: 79.71. Result ID: 6990778f3a6c31484900c3a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 77.94. Result ID: 6990778f3a6c31484900c3af. [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. ### SuperPoint MMA@5px: 74.63. Result ID: 6990778f3a6c31484900c3a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 73.13. Result ID: 6990778f3a6c31484900c3ae. [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: 70.39. Result ID: 6990778f3a6c31484900c3ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"group alignment"}. This record does not assert independent reproduction. ### LISRD MMA@5px: 70.09. Result ID: 6990778f3a6c31484900c3a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### D2-Net MMA@5px: 63.8. Result ID: 6990778f3a6c31484900c3a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 62.28. Result ID: 6990778f3a6c31484900c3a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"avgpool"}. This record does not assert independent reproduction. ### LF-Net MMA@5px: 62.21. Result ID: 6990778f3a6c31484900c3a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RF-Net MMA@5px: 61.63. Result ID: 6990778f3a6c31484900c3a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 59.66. Result ID: 6990778f3a6c31484900c3aa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pooling method":"maxpool"}. This record does not assert independent reproduction. ### RELF MMA@5px: 57.32. Result ID: 6990778f3a6c31484900c3ac. [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. ### ORB MMA@5px: 50.85. Result ID: 6990778f3a6c31484900c3a2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIFT MMA@5px: 49.08. Result ID: 6990778f3a6c31484900c3a1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RELF MMA@5px: 45.13. Result ID: 6990778f3a6c31484900c3ab. [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.