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Local Feature Matching research benchmarks · SOTA2 Research

Local Feature Matching

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

HPatches (viewpoint)

78.06MMA (5px)

15

Feb 26, 2026

HPatches illumination

79.71MMA@5px

15

Feb 26, 2026

78MMA@5px

15

Feb 26, 2026

HPatches Viewpoint v1.0

72.8MMAscore

12

Feb 26, 2026

HPatches Illumination v1.0

90.3MMAscore

12

Feb 26, 2026

HPatches Overall v1.0

77.5MMAscore

12

Feb 26, 2026

HPatches (108 scenes)

45.6MMA @1px

11

Feb 26, 2026

Uniform Phase Marginalization

39.98Matching Accuracy

4

Jun 9, 2026

HPatches native resolution 580 pairs

82.7MMA@3px

2

May 19, 2026

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