Cross-domain Image Retrieval on Office-Home
78.3Retrieval Accuracy (Ar -> Cl)CM
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CMMetric Level=P@12024.03 | 78.3 | — | — | — | — | 71.8 | 80.7 | 67.8 | 71.1 | 72.9 | 84.3 | 88.3 | 92.4 | 84.5 | 84.8 | 86.9 | 80.3 | |
| CMMetric Level=P@52024.03 | 76.8 | — | — | — | — | 72.3 | 79.1 | 63.7 | 70 | 71.2 | 79.1 | 85.5 | 87.8 | 80.1 | 82.9 | 85.5 | 77.8 | |
| CMMetric Level=P@152024.03 | 72.8 | — | — | — | — | 69.4 | 75.6 | 55.8 | 65.6 | 67.1 | 69.4 | 80.4 | 83.7 | 72.1 | 78.8 | 81.6 | 72.7 | |
| CMMetric Level=mAP@All2024.03 | 52.8 | — | — | — | — | 53.9 | 59 | 45.2 | 50.9 | 52.3 | 57.1 | 59.6 | 65.8 | 59.6 | 60 | 66.2 | 56.9 | |
| CoDAMetric Level=mAP@All2024.03 | 34.7 | — | — | — | — | 49.6 | 53.2 | 33.2 | 42.9 | 44.7 | 50.4 | 45.2 | 65.2 | 53.1 | 46 | 65.2 | 48.6 | |
| PCSMetric Level=mAP@All2024.03 | 34.3 | — | — | — | — | 46.3 | 51.6 | 32.3 | 40.5 | 40.6 | 47 | 42.1 | 61.3 | 51.6 | 42.8 | 60.1 | 45.9 | |
| CCLMetric Level=P@12024.03 | 32.7 | — | — | — | — | 35.4 | 45.1 | 27.3 | 27.8 | 33.3 | 42.5 | 42.3 | 57.4 | 48 | 44.7 | 51.7 | 40.7 | |
| PCSMetric Level=P@12024.03 | 31.2 | — | — | — | — | 33.3 | 41.7 | 24.5 | 26.4 | 29.1 | 39.2 | 39.5 | 56.4 | 45 | 40.6 | 49.9 | 38.1 | |
| CCLMetric Level=P@52024.03 | 30.8 | — | — | — | — | 34.7 | 42.3 | 23.9 | 27.3 | 30.6 | 37.9 | 37.4 | 52.7 | 43.7 | 41.5 | 48.5 | 37.6 | |
| ProtoNCEMetric Level=P@12024.03 | 29 | — | — | — | — | 29.5 | 40.5 | 21.3 | 21.2 | 25.2 | 35.7 | 36.1 | 53.8 | 44.5 | 41.2 | 47.7 | 35.5 | |
| PCSMetric Level=P@52024.03 | 28.7 | — | — | — | — | 31.5 | 38.5 | 21.3 | 25.9 | 26.1 | 34.8 | 37.5 | 50.8 | 39.9 | 38.1 | 47.1 | 35 | |
| CCLMetric Level=P@152024.03 | 28.7 | — | — | — | — | 32.6 | 40.1 | 20.5 | 26 | 28.1 | 31.4 | 33.7 | 47.9 | 38.4 | 37.4 | 45 | 34.1 | |
| ProtoNCEMetric Level=P@52024.03 | 26.2 | — | — | — | — | 27.9 | 36.4 | 17.4 | 20.6 | 22.7 | 30.6 | 34 | 48.2 | 39.3 | 37.7 | 44.8 | 32.1 | |
| PCSMetric Level=P@152024.03 | 26.1 | — | — | — | — | 29.5 | 36.2 | 17.5 | 24.9 | 24 | 28.8 | 32.8 | 45.4 | 34 | 34.1 | 43.7 | 31.4 | |
| CDSMetric Level=P@12024.03 | 25.6 | — | — | — | — | 32.8 | 45.1 | 22.4 | 27.2 | 32.5 | 35.8 | 37.7 | 54 | 44.7 | 38.9 | 49.4 | 37.2 | |
| CDSMetric Level=P@52024.03 | 23.8 | — | — | — | — | 31.5 | 41.2 | 20.3 | 26.5 | 30.3 | 32.5 | 35 | 50.1 | 40.8 | 36.5 | 47.3 | 34.6 | |
| ProtoNCEMetric Level=P@152024.03 | 23 | — | — | — | — | 25.8 | 34 | 14.5 | 20.5 | 20.8 | 24.6 | 28.2 | 42.2 | 33 | 32 | 41.2 | 28.3 | |
| CDSMetric Level=P@152024.03 | 22.4 | — | — | — | — | 28.9 | 38.7 | 17.3 | 24.9 | 27.8 | 26.8 | 30.4 | 45.6 | 35.5 | 33.2 | 44 | 31.3 |