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Deep Metric Learning on INaturalist
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84.5
R@1
VPTSP-G
51.012
59.706
68.4
77.094
Oct 1, 2021
Feb 20, 2022
Jul 13, 2022
Dec 3, 2022
Apr 24, 2023
Sep 14, 2023
Feb 4, 2024
R@1
mAP@R
R@4
R@16
R@32
Updated 4d ago
Evaluation Results
Method
Method
Links
R@1
mAP@R
R@4
R@16
R@32
VPTSP-G
Architecture=ViT-B16/512
2024.02
84.5
48.1
92.5
96.4
97.5
Recall@K
Architecture=ViT-B16/512
2024.02
83.9
-
92.1
95.9
97.2
SAP
Architecture=ViT-B16/512
2024.02
79.1
-
89
94.2
95.8
ROADMAP
Backbone=ResNet-50, Em...
2021.10
64.5
25.1
-
-
-
SmoothAP
Backbone=ResNet-50, Em...
2021.10
59.8
20.7
-
-
-
SoftBin
Backbone=ResNet-50, Em...
2021.10
56.6
20.1
-
-
-
FastAP
Backbone=ResNet-50, Em...
2021.10
53.5
19.6
-
-
-
BlackBox
Backbone=ResNet-50, Em...
2021.10
52.3
15.2
-
-
-
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