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ResearchFormerly WizWand

Personalized Retrieval on PerMIR 1.0 (test)

0.73mAPPDM
0.188160.328830.46950.61017May 28, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PDMSupervision Type=Zero-shot2024.050.73
DINOv2 + PDMRe-ranking=PDM, Supervision Type=Self-Supervised2024.050.708
OpenClip + PDMRe-ranking=PDM, Supervision Type=Weakly-Supervised2024.050.699
SuperGlobal + PDMRe-ranking=PDM, Supervision Type=Supervised2024.050.691
GSS + PDMRe-ranking=PDM, Supervision Type=Supervised2024.050.62
SuperGlobalSupervision Type=Supervised2024.050.335
DINOv2Supervision Type=Self-Supervised2024.050.297
OpenClipSupervision Type=Weakly-Supervised2024.050.267
CLIPSupervision Type=Weakly-Supervised2024.050.209