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ResearchFormerly WizWand

Personalized Retrieval on RParis (Medium)

94mAPSuperGlobal + PDM
16.93636.94356.9576.957May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0594
SuperGlobalSupervision Type=Supervised2024.0593.9
DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.0593.6
PDMSupervision Type=Zero-shot2024.0593.4
GSSSupervision Type=Supervised2024.0593.4
GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0592.9
DINOv2Supervision Type=Self-Supervised2024.0592.7
HPSupervision Type=Supervised2024.0592.6
OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.0590.1
OpenClipSupervision Type=Weakly-Supervised2024.0579.2
iBOTSupervision Type=Self-Supervised2024.0570.7
CLIPSupervision Type=Weakly-Supervised2024.0566.7
MAESupervision Type=Self-Supervised2024.0519.9