Personalized Retrieval on ROxford (Hard)
80.3mAPSuperGlobal + PDM
Evaluation Results
| Method | Links | |
|---|---|---|
| SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.05 | 80.3 | |
| SuperGlobalSupervision Type=Supervised2024.05 | 80.2 | |
| GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.05 | 76.1 | |
| HPSupervision Type=Supervised2024.05 | 70.3 | |
| GSSSupervision Type=Supervised2024.05 | 64.7 | |
| DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.05 | 62.1 | |
| PDMSupervision Type=Zero-shot2024.05 | 58.3 | |
| OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.05 | 57.7 | |
| DINOv2Supervision Type=Self-Supervised2024.05 | 54 | |
| OpenClipSupervision Type=Weakly-Supervised2024.05 | 19.7 | |
| iBOTSupervision Type=Self-Supervised2024.05 | 12.7 | |
| CLIPSupervision Type=Weakly-Supervised2024.05 | 7 | |
| MAESupervision Type=Self-Supervised2024.05 | 2.2 |