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ResearchFormerly WizWand

Image Retrieval on GLD v2 (Public/Private Evaluation)

58.6mAP@100AMES
8.88821.79434.747.606Mar 30, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AMESLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0358.6——
RRTLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0357.1——
ELViSLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0356.9——
R2FormerLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0356——
No re-rankingLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0349.6——
ChamferLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0342.3——
Chamfer+OTLocal descriptor backbone=DINOv3, Training domain=GLDv22026.0341.7——
AMESTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=descriptor-based2026.0334.7——
RRTTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=descriptor-based2026.0333.1——
R2FormerTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=similarity-based2026.0332.6——
ELViSTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=similarity-based2026.0332.2——
No re-rankingTraining Domain=landmarks domain (GLDv2), Backbone=DINOv22026.0327.3——
No re-rankingTraining Domain=household items domain (SOP), Backbone=DINOv22026.0327.3——
ChamferTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=similarity-based2026.0323.8——
Chamfer+OTTraining Domain=landmarks domain (GLDv2), Backbone=DINOv2, Descriptor Category=similarity-based2026.0323.8——
R2FormerTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=similarity-based2026.0323.7——
ELViSTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=similarity-based2026.0322.9——
Chamfer+OTTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=similarity-based2026.0318.6——
AMESTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=descriptor-based2026.0317.2——
ChamferTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=similarity-based2026.0315.4——
RRTTraining Domain=household items domain (SOP), Backbone=DINOv2, Descriptor Category=descriptor-based2026.0310.8——
CLIPBackbone=ViT-B/322023.04—7.57.5
CLIPBackbone=ViT-B/162023.04—8.410.6
CLIPBackbone=ViT-L/142023.04—12.113.6
CLIPBackbone=ViT-L/14, Resolution=336x3362023.04—1715.6
OpenCLIPBackbone=ViT-B/322023.04—9.178.4
OpenCLIPBackbone=ViT-B/162023.04—12.111
OpenCLIPBackbone=ViT-L/142023.04—14.513.8
OpenCLIPBackbone=ViT-H/142023.04—17.715.3
UNICOMBackbone=ViT-B/322023.04—15.113.3
UNICOMBackbone=ViT-B/162023.04—18.717.2
UNICOMBackbone=ViT-L/142023.04—21.120.1
UNICOMBackbone=ViT-L/14, Resolution=336x3362023.04—23.222