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ResearchFormerly WizWand

Personalized Retrieval on ROxford (Medium)

91.2mAPSuperGlobal + PDM
829.651.272.8May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0591.2
SuperGlobalSupervision Type=Supervised2024.0590.9
GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0589.3
HPSupervision Type=Supervised2024.0585.7
GSSSupervision Type=Supervised2024.0580.6
DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.0580.4
PDMSupervision Type=Zero-shot2024.0577.2
DINOv2Supervision Type=Self-Supervised2024.0575.1
OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.0570.1
OpenClipSupervision Type=Weakly-Supervised2024.0550.7
iBOTSupervision Type=Self-Supervised2024.0539
CLIPSupervision Type=Weakly-Supervised2024.0528.5
MAESupervision Type=Self-Supervised2024.0511.2