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Benchmarks
Object Classification on PASCAL VOC 2007 (mAP k=1 to k=16)
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54.3
mAP@1
Supervised
6.148
18.649
31.15
43.651
May 11, 2020
mAP@1
mAP@2
mAP@4
mAP@8
mAP@16
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP@1
mAP@2
mAP@4
mAP@8
mAP@16
Supervised
architecture=ResNet-50...
2020.05
54.3
67.8
73.9
79.6
82.3
PCL v2
architecture=ResNet-50...
2020.05
47.9
59.6
66.2
74.5
78.3
PCL
architecture=ResNet-50...
2020.05
46.9
56.4
62.8
70.2
74.3
MoCo v2
architecture=ResNet-50...
2020.05
46.3
58.3
64.9
72.5
76.1
SimCLR
architecture=ResNet-50...
2020.05
32.7
43.1
52.5
61
67.1
MoCo
architecture=ResNet-50...
2020.05
31.4
42
49.5
60
65.9
Jigsaw
architecture=ResNet-50...
2020.05
26.5
31.1
40
46.7
51.8
Random
architecture=ResNet-50...
2020.05
8
8.2
8.2
8.2
8.5
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