Our new X account is live! Follow @wizwand_team for updates

Image Retrieval on Holidays

94.2mAP

Deep Image Retrieval (ResNet50)

Updated 3d ago

Evaluation Results

Method	Links
Deep Image Retrieval (ResNet50) 2016.04		94.2
XCIT-S12/8 2021.06		92.3
XCIT-S12/16 2021.06		92
Deep Image Retrieval (ResNet50) 2016.04		90.7
XCiT-S12/16 2021.06		90.7
XCIT-S12/8 2021.06		90.4
XCiT-S12/16 2021.06		90.4
Azizpour et al. 2016.04		90
XCIT-S12/16 2021.06		89.9
Xinchao et al. 2016.04		89.2
Deep Image Retrieval (VGG16) 2016.04		89.1
XCIT-S12/8 2021.06		88.3
Resnet50 2021.06		87.9
Multigrain-resnet50 2021.06		87.9
Arandjelovic et al. 2016.04		87.5
XCIT-S12/16 2021.06		87.3
Tolias et al. 2016.04		86.9
Deep Image Retrieval (VGG16) 2016.04		86.7
XCiT-S12/8 2021.06		86.4
XCIT-S12/16 2021.06		86.3
XCIT-S12/16 2021.06		86
XCIT-S12/16 2021.06		86
Resnet50 2021.06		86
Tolias et al. 2016.04		85.2
Kalantidis et al. 2016.04		84.9
Perronnin & Larlus 2016.04		84.7
Deng et al. 2016.04		84.7
XCIT-S12/16 2021.06		84.6
Ng et al. 2016.04		83.6
XCiT-S12/16 2021.06		83.4
Arandjelovic et al. 2016.04		83.1
Radenovic et al. 2016.04		82.5
ImageNet-21K Pretraining 2021.04		82.1
NetVLAD 2015.11		82.1
Tolias et al. (QE) 2016.04		81.3
ImageNet-1K Pretraining 2021.04		81.1
Gong et al. 2016.04		80.8
Sum pooling (SPoC w/o center prior) 2015.10		80.2
Babenko & Lempitsky 2016.04		80.2
NetVLAD 2015.11		79.9
Paulin et al. 2016.04		79.3
Gordo et al. 2016.04		79
Deep fully connected + fine-tuning 2015.10		78.9
Babenko et al. 2016.04		78.9
Tao et al. 2016.04		78.7
Deep fully connected + VLAD 2015.10		78.3
Gordo et al. 2015.11		78.3
Shen et al. 2016.04		76.2
Babenko et al. 2016.04		75.9
Mikulik et al. 2016.04		75.8
Deep fully connected 2015.10		74.9
Razavian et al. 2015.11		74.2
SIFT + Triang. + Democr. aggr. 2015.10		72
Jégou & Zisserman 2016.04		72
Deep convolutional + Max pooling 2015.10		71.6
XCIT-S12/16 2021.06		71.5
MSRV+C-SVDDNet 2014.12		70.2
MSRV+C-SVDDNet 2014.12		69.8
MSRV+C-SVDDNet 2014.12		68.6
MSRV+C-SVDDNet 2014.12		68.5
MSRV+K-meansNet 2014.12		66.5
MSRV+K-meansNet 2014.12		66.3
C-SVDDNet 2014.12		66
C-SVDDNet 2014.12		65.8
Jégou and Zisserman 2015.11		65.7
MSRV+K-meansNet 2014.12		65.3
MSRV+K-meansNet 2014.12		65
C-SVDDNet 2014.12		64.7
VLAD+adapt+innorm 2014.12		64.6
C-SVDDNet 2014.12		63.7
FV 2014.12		62.6
FV 2014.12		62.6
VLAD+adapt+innorm 2014.12		62.5
K-meansNet 2014.12		62.5
K-meansNet 2014.12		62.5
MSRV+C-SVDDNet 2014.12		62.5
VLAD 2014.12		62.1
VLAD 2014.12		62.1
SIFT + Triang. + Democr. aggr. 2015.10		61.7
Jégou & Zisserman 2016.04		61.7
K-meansNet 2014.12		61.3
K-meansNet 2014.12		59.8
C-SVDDNet 2014.12		59.3
MSRV+K-meansNet 2014.12		58.3
C-SVDD 2014.12		57.4
FV 2014.12		57
C-SVDD 2014.12		57
C-SVDD 2014.12		56.8
VLAD 2014.12		56.7
K-meansNet 2014.12		55.5
K-means 2014.12		55.2
K-means 2014.12		54.9
K-means 2014.12		54.5
VLAD 2014.12		54.2
FV 2014.12		53.8
MSRV+C-SVDDNet 2014.12		53.8
C-SVDD 2014.12		53.1
C-SVDDNet 2014.12		52.1
K-means 2014.12		51.6
MSRV+K-meansNet 2014.12		51.5

Showing 100 of 115 rows