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Benchmarks
Image Clustering on Stanford Online Products (test)
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89.4
NMI
DAML
82.12
84.01
85.9
87.79
Mar 13, 2019
NMI
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
NMI
F1 Score
DAML
base_loss=N-pair
2019.03
89.4
32.4
HDML
base_loss=N-pair
2019.03
89.3
32.2
N-pair
2019.03
87.9
27.1
Angular
2019.03
87.8
26.5
Lifted
2019.03
87.2
25.3
HDML
base_loss=Triplet
2019.03
87.2
22.5
DAML
base_loss=Triplet
2019.03
87.1
22.3
Triplet hard
mining=semi-hard negative
2019.03
86.7
22.1
Triplet
2019.03
86.3
20.2
DDML
2019.03
83.4
10.7
Contrastive
2019.03
82.4
10.1
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