Zero-shot Classification on ImageNet 21K 2011 (test)
1.4Flat Hit@1ConSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConSET=10, # Candidate Labels=20,841, Include training labels=No2013.12 | 1.4 | 2.2 | 3.9 | 5.8 | 8.3 | |
| ConSET=1, # Candidate Labels=20,841, Include training labels=No2013.12 | 1.3 | 2.1 | 3.6 | 5.4 | 7.6 | |
| ConSET=1000, # Candidate Labels=20,841, Include training labels=No2013.12 | 1.3 | 2.1 | 3.8 | 5.6 | 8.1 | |
| DeViSE# Candidate Labels=20,841, Include training labels=No2013.12 | 0.8 | 1.4 | 2.5 | 3.9 | 6 | |
| DeViSE# Candidate Labels=21,841, Include training labels=Yes (+1K)2013.12 | 0.3 | 0.8 | 1.9 | 3.2 | 5.3 | |
| ConSET=10, # Candidate Labels=21,841, Include training labels=Yes (+1K)2013.12 | 0.2 | 1.2 | 3 | 5 | 7.5 | |
| ConSET=1000, # Candidate Labels=21,841, Include training labels=Yes (+1K)2013.12 | 0.2 | 1.2 | 3 | 4.9 | 7.3 | |
| ConSET=1, # Candidate Labels=21,841, Include training labels=Yes (+1K)2013.12 | 0.1 | 1.2 | 3 | 4.8 | 7 |