Zero-shot Classification on ImageNet 2-hops 2011 (test)
9.4Flat Hit@1ConSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConSET=10, # Candidate Labels=1,589, Include training labels=No2013.12 | 9.4 | 15.1 | 24.7 | 32.7 | 41.8 | |
| ConSET=1, # Candidate Labels=1,589, Include training labels=No2013.12 | 9.3 | 14.4 | 23.7 | 30.8 | 38.7 | |
| ConSET=1000, # Candidate Labels=1,589, Include training labels=No2013.12 | 9.2 | 14.8 | 24.1 | 32.1 | 41.1 | |
| DeViSE# Candidate Labels=1,589, Include training labels=No2013.12 | 6 | 10 | 18.1 | 26.4 | 36.4 | |
| DeViSE# Candidate Labels=2,589, Include training labels=Yes (+1K)2013.12 | 0.8 | 2.7 | 7.9 | 14.2 | 22.7 | |
| ConSET=10, # Candidate Labels=2,589, Include training labels=Yes (+1K)2013.12 | 0.3 | 6.2 | 17 | 24.9 | 33.5 | |
| ConSET=1000, # Candidate Labels=2,589, Include training labels=Yes (+1K)2013.12 | 0.3 | 6.2 | 16.7 | 24.5 | 32.9 | |
| ConSET=1, # Candidate Labels=2,589, Include training labels=Yes (+1K)2013.12 | 0.2 | 7.1 | 17.2 | 24 | 31.8 |