Image Matching on ZEB 1.0 (test)
51.2Mean AUC@5° (%)GIM-DKM
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GIM-DKMTraining Video=100 hours2024.02 | 51.2 | — | 63.3 | 53 | 73.9 | 76.7 | 43.4 | 34.6 | 52.5 | 24.5 | 56.6 | 32.2 | 42.5 | 61.6 | |
| GIM-DKMTraining Video=50 hours2024.02 | 49.4 | 1.4 | 58.3 | 47.8 | 72.7 | 74.5 | 42.1 | 34.6 | 52 | 25.1 | 53.7 | 32.3 | 38.8 | 60.6 | |
| DKMTraining Data=Indoor2024.02 | 46.2 | 2.6 | 44.4 | 37 | 65.7 | 73.3 | 40.2 | 32.8 | 51 | 23.1 | 54.7 | 33 | 43.6 | 55.7 | |
| DKMTraining Data=Outdoor2024.02 | 45.8 | 2.3 | 45.7 | 37 | 66.8 | 75.8 | 41.7 | 33.5 | 51.4 | 22.9 | 56.3 | 27.3 | 37.8 | 52.9 | |
| GIM-LOFTRTraining Video=50 hours2024.02 | 39.1 | 3.5 | 50.6 | 43.9 | 62.6 | 61.6 | 35.9 | 26.8 | 47.5 | 17.6 | 41.4 | 10.2 | 25.6 | 45 | |
| GIM-SUPERGLUETraining Video=50 hours2024.02 | 34.3 | 5.9 | 43.2 | 34.2 | 58.7 | 61 | 29 | 28.3 | 48.4 | 18.8 | 34.8 | 2.8 | 15.4 | 36.5 | |
| LOFTRTraining Data=Outdoor2024.02 | 33.1 | 5.6 | 29.3 | 22.5 | 51.1 | 60.1 | 36.1 | 29.7 | 48.6 | 19.4 | 37 | 13.1 | 20.5 | 30.3 | |
| ROOTSIFT2024.02 | 31.8 | 7.1 | 43.5 | 33.6 | 49.9 | 48.7 | 35.2 | 21.4 | 44.1 | 14.7 | 33.4 | 7.6 | 14.8 | 43.9 | |
| SUPERGLUETraining Data=Outdoor2024.02 | 31.2 | 6.6 | 29.7 | 24.2 | 52.3 | 59.3 | 28 | 28.2 | 48 | 20.9 | 33.4 | 4.5 | 16.6 | 29.3 | |
| SUPERGLUETraining Data=Indoor2024.02 | 21.6 | 9.3 | 19.2 | 16 | 38.2 | 37.7 | 22 | 20.8 | 40.8 | 13.7 | 21.4 | 0.8 | 9.6 | 18.8 | |
| LOFTRTraining Data=Indoor2024.02 | 10.7 | 9.6 | 5.6 | 5.1 | 11.8 | 7.5 | 17.2 | 6.4 | 9.7 | 3.5 | 22.4 | 1.3 | 14.9 | 23.4 |