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ResearchFormerly WizWand

Personalized Retrieval on RParis Hard

86.8mAPSuperGlobal + PDM
1.41623.58345.7567.917May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0586.8
SuperGlobalSupervision Type=Supervised2024.0586.7
GSSSupervision Type=Supervised2024.0585.3
DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.0585.1
GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.0584.8
PDMSupervision Type=Zero-shot2024.0584.7
DINOv2Supervision Type=Self-Supervised2024.0583.5
HPSupervision Type=Supervised2024.0583.3
OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.0582
OpenClipSupervision Type=Weakly-Supervised2024.0560.2
iBOTSupervision Type=Self-Supervised2024.0547
CLIPSupervision Type=Weakly-Supervised2024.0541
MAESupervision Type=Self-Supervised2024.054.7