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Benchmarks
Multi-label Image Classification on MS-COCO (micro/macro F1 and mAP)
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73.4
Micro F1
Sim-Dissim
64.456
66.778
69.1
71.422
Oct 17, 2024
Micro F1
Macro F1
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
Micro F1
Macro F1
mAP
Sim-Dissim
Backbone=ResNet-50
2024.10
73.4
70.03
69.2
MSC
Backbone=ResNet-50
2024.10
71.96
67.54
68.38
Class proto
Backbone=ResNet-50
2024.10
71.88
67.35
68.32
MulSupCon
Backbone=ResNet-50
2024.10
71.33
66.25
67.69
Jaccard
Backbone=ResNet-50
2024.10
69.81
64.22
65.92
ALL
Backbone=ResNet-50
2024.10
68.93
63.32
64.11
ANY
Backbone=ResNet-50
2024.10
64.8
57.37
56.9
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