Local Feature Matching on HPatches (108 scenes)
45.6MMA @1pxDeDoDe-G
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DeDoDe-GKeypoints budget=2048, Matcher=MNN2026.01 | 45.6 | 63.9 | 71.7 | 22.7 | 31.3 | 34.8 | 50.4 | 71.3 | 78.7 | |
| DISKKeypoints budget=2048, Matcher=MNN2026.01 | 45.4 | 67.1 | 76.3 | 27.7 | 39.9 | 44.8 | 39.8 | 61.9 | 71.3 | |
| DeDoDe-BKeypoints budget=2048, Matcher=MNN2026.01 | 44.7 | 62 | 69.2 | 22.4 | 30.6 | 33.9 | 50.6 | 71.3 | 79.3 | |
| DeDoDe-G + SANDESCKeypoints budget=2048, Matcher=MNN2026.01 | 44.2 | 60.5 | 67 | 22.4 | 30.2 | 33.2 | 52 | 71.5 | 79.4 | |
| ALIKEDKeypoints budget=2048, Matcher=MNN2026.01 | 41.8 | 64.3 | 73.6 | 28.6 | 43 | 48.8 | 40.4 | 66.7 | 77.6 | |
| ALIKED + SANDESCKeypoints budget=2048, Matcher=MNN2026.01 | 41.1 | 62.5 | 70.9 | 28.6 | 42.6 | 48 | 42.6 | 68.1 | 77 | |
| DISK + SANDESCKeypoints budget=2048, Matcher=MNN2026.01 | 40.9 | 59.9 | 68.1 | 27.8 | 40.1 | 45.3 | 42 | 64.8 | 75.7 | |
| RIPEKeypoints budget=2048, Matcher=MNN2026.01 | 38.3 | 58.2 | 67.3 | 25.4 | 38 | 43.6 | 44.2 | 67.8 | 78.9 | |
| RIPE + SANDESCKeypoints budget=2048, Matcher=MNN2026.01 | 38 | 58.2 | 67.8 | 25.9 | 39.1 | 45.2 | 44.3 | 70.6 | 78.5 | |
| SuperPoint + SANDESCKeypoints budget=2048, Matcher=MNN2026.01 | 31.7 | 53.7 | 65.8 | 20.9 | 35 | 42.6 | 41.1 | 66.3 | 78.3 | |
| SuperPointKeypoints budget=2048, Matcher=MNN2026.01 | 30.3 | 50.6 | 62.2 | 19 | 31.5 | 38.4 | 37.6 | 63.7 | 75 |