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ResearchFormerly WizWand

Image Retrieval on Paris6k

96.6mAPIME layer
38.25653.40368.5583.697Jul 14, 2017Aug 26, 2018Oct 9, 2019Nov 21, 2020Jan 4, 2022Feb 17, 2023Apr 1, 2024
Updated 8mo ago

Evaluation results

MethodLinks
IME layerDimensions=2048, Method category=Dimension reduction and manifold learning2017.0796.6
IME layerDimensions=2048, Method category=Search reranking2017.0796.6
IME layerDimensions=1024, Method category=Dimension reduction and manifold learning2017.0796.5
DiffusionDimensions=2048, Method category=Search reranking2017.0796.5
IME layerDimensions=512, Method category=Dimension reduction and manifold learning2017.0796.3
CiDeR-FTTraining Set=RGLDv2-clean, Fine-tuned=true2024.0496.1
SCSMDimensions=2048, Method category=Search reranking2017.0795.4
QEDimensions=2048, Method category=Search reranking2017.0795.3
CiDeR-FTTraining Set=SfM-120k, Fine-tuned=true2024.0495.1
CiDeRTraining Set=RGLDv2-clean, Fine-tuned=false2024.0494.6
SOLARTraining Set=RGLDv2-clean, Fine-tuned=true2024.0494.4
GLAMTraining Set=RGLDv2-clean, Fine-tuned=false2024.0494.1
Yokoo et al.Training Set=RGLDv2-clean, Fine-tuned=false2024.0493.9
DOLGTraining Set=RGLDv2-clean, Fine-tuned=false2024.0493.9
R-MACDimensions=2048, Method category=Original representations2017.0793.8
Filip et al.Training Set=SfM-120k, Fine-tuned=true2024.0492.7
ICADimensions=1024, Method category=Dimension reduction and manifold learning2017.0792.1
IsoMapDimensions=1024, Method category=Dimension reduction and manifold learning2017.0792.1
CiDeRTraining Set=SfM-120k, Fine-tuned=false2024.0492
IsoMapDimensions=512, Method category=Dimension reduction and manifold learning2017.0791.8
IsoMapDimensions=2048, Method category=Dimension reduction and manifold learning2017.0791.8
PCADimensions=1024, Method category=Dimension reduction and manifold learning2017.0791.7
PCADimensions=2048, Method category=Dimension reduction and manifold learning2017.0791.5
ICADimensions=2048, Method category=Dimension reduction and manifold learning2017.0791.5
GLAMTraining Set=SfM-120k, Fine-tuned=false2024.0491.1
PCADimensions=512, Method category=Dimension reduction and manifold learning2017.0791
ICADimensions=512, Method category=Dimension reduction and manifold learning2017.0790.8
TokenTraining Set=RGLDv2-clean, Fine-tuned=false2024.0489.6
DIRTraining Set=SfM-120k, Fine-tuned=false2024.0486.3
SOLARTraining Set=SfM-120k, Fine-tuned=true2024.0486.3
HesAffNet-HardNet++-HQEVocabulary Size=65k, Assignment=Multiple Assignments (MA), Spatial Verification=true, Query Expansion=true2017.1185.9
HesAff-HardNet++-HQEVocabulary Size=65k, Assignment=Multiple Assignments (MA), Spatial Verification=true, Query Expansion=true2017.1184.9
HesAffNet-HardNet++-HQEVocabulary Size=65k, Assignment=Single Assignment (SA), Spatial Verification=true, Query Expansion=true2017.1184.2
R-MACDimensions=512, Method category=Original representations2017.0784.1
HesAff-RootSIFT-HQEVocabulary Size=65k, Assignment=Multiple Assignments (MA), Spatial Verification=true, Query Expansion=true2017.1182.8
HesAff-HardNet++-HQEVocabulary Size=65k, Assignment=Single Assignment (SA), Spatial Verification=true, Query Expansion=true2017.1182.8
GeMTraining Set=SfM-120k, Fine-tuned=false2024.0482.6
HesAff-SIFT-BoW-fVocabVocabulary Size=16M, Assignment=Multiple Assignments (MA), Spatial Verification=true, Query Expansion=true2017.1182.4
HesAff-RootSIFT-HQEVocabulary Size=65k, Assignment=Single Assignment (SA), Spatial Verification=true, Query Expansion=true2017.1181.3
CroWDimensions=512, Method category=Original representations2017.0779.8
DOLGTraining Set=SfM-120k, Fine-tuned=false2024.0474.5
HesAff-SIFT-BoW-fVocabVocabulary Size=16M, Assignment=Single Assignment (SA), Spatial Verification=true, Query Expansion=true2017.1173.6
LLEDimensions=512, Method category=Dimension reduction and manifold learning2017.0750.7
LLEDimensions=1024, Method category=Dimension reduction and manifold learning2017.0745
LLEDimensions=2048, Method category=Dimension reduction and manifold learning2017.0740.5