Personalized Retrieval on ROxford (Medium)
91.2mAPSuperGlobal + PDM
Evaluation Results
| Method | Links | |
|---|---|---|
| SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.05 | 91.2 | |
| SuperGlobalSupervision Type=Supervised2024.05 | 90.9 | |
| GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.05 | 89.3 | |
| HPSupervision Type=Supervised2024.05 | 85.7 | |
| GSSSupervision Type=Supervised2024.05 | 80.6 | |
| DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.05 | 80.4 | |
| PDMSupervision Type=Zero-shot2024.05 | 77.2 | |
| DINOv2Supervision Type=Self-Supervised2024.05 | 75.1 | |
| OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.05 | 70.1 | |
| OpenClipSupervision Type=Weakly-Supervised2024.05 | 50.7 | |
| iBOTSupervision Type=Self-Supervised2024.05 | 39 | |
| CLIPSupervision Type=Weakly-Supervised2024.05 | 28.5 | |
| MAESupervision Type=Self-Supervised2024.05 | 11.2 |