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Benchmarks
Zero-shot Classification on ImageNet 21K 2011 (test)
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1.4
Flat Hit@1
ConSE
0.048
0.399
0.75
1.101
Dec 19, 2013
Flat Hit@1
Flat Hit@2
Flat Hit@5
Flat Hit@10
Flat Hit@20
Updated 4d ago
Evaluation Results
Method
Method
Links
Flat Hit@1
Flat Hit@2
Flat Hit@5
Flat Hit@10
Flat Hit@20
ConSE
T=10, # Candidate Labe...
2013.12
1.4
2.2
3.9
5.8
8.3
ConSE
T=1, # Candidate Label...
2013.12
1.3
2.1
3.6
5.4
7.6
ConSE
T=1000, # Candidate La...
2013.12
1.3
2.1
3.8
5.6
8.1
DeViSE
# Candidate Labels=20,...
2013.12
0.8
1.4
2.5
3.9
6
DeViSE
# Candidate Labels=21,...
2013.12
0.3
0.8
1.9
3.2
5.3
ConSE
T=10, # Candidate Labe...
2013.12
0.2
1.2
3
5
7.5
ConSE
T=1000, # Candidate La...
2013.12
0.2
1.2
3
4.9
7.3
ConSE
T=1, # Candidate Label...
2013.12
0.1
1.2
3
4.8
7
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