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Benchmarks
Age Estimation on Adience
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79.55
Exact Accuracy
MGA (ResNet-50)
43.722
53.0235
62.325
71.6265
Aug 31, 2017
Oct 31, 2017
Jan 1, 2018
Mar 4, 2018
May 5, 2018
Jul 6, 2018
Sep 6, 2018
Exact Accuracy
1-off Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Exact Accuracy
1-off Accuracy
MGA (ResNet-50)
Param #=24M
2018.09
79.55
89.74
ResNet-50
Param #=23.6M
2018.09
76.82
87.95
MGA
Param #=2M
2018.09
75.03
87.8
RoR-34
Param #=21.8M
2018.09
66.74
97.38
Attention
Param #=138M
2018.09
61.8
95.1
Ordinal Hyperplane Network (Full model)
2017.08
56.01
91.42
Ordinal Hyperplane Network (w/o LKL)
loss=without LKL
2017.08
54.52
91.29
Cumulative Attribute
features=VGG face veri...
2017.08
52.34
89.34
Deep CNN
2017.08
50.7
84.7
Ordinal Hyperplane Network (w/o Lhyper)
loss=without Lhyper
2017.08
49.46
82.99
LBP+FPLBP+Dropout 0.8
2017.08
45.1
79.5
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