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Benchmarks
Zero-shot Classification on ImageNet 2-hops 2011 (test)
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9.4
Flat Hit@1
ConSE
-0.168
2.316
4.8
7.284
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
9.4
15.1
24.7
32.7
41.8
ConSE
T=1, # Candidate Label...
2013.12
9.3
14.4
23.7
30.8
38.7
ConSE
T=1000, # Candidate La...
2013.12
9.2
14.8
24.1
32.1
41.1
DeViSE
# Candidate Labels=1,5...
2013.12
6
10
18.1
26.4
36.4
DeViSE
# Candidate Labels=2,5...
2013.12
0.8
2.7
7.9
14.2
22.7
ConSE
T=10, # Candidate Labe...
2013.12
0.3
6.2
17
24.9
33.5
ConSE
T=1000, # Candidate La...
2013.12
0.3
6.2
16.7
24.5
32.9
ConSE
T=1, # Candidate Label...
2013.12
0.2
7.1
17.2
24
31.8
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