Zero-shot Classification on ImageNet 3-hops 2011 (test)
0.027Flat Hit@1ConSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConSET=10, # Candidate Labels=7,860, Include training labels=No2013.12 | 0.027 | 0.044 | 0.078 | 0.115 | 0.161 | |
| ConSET=1, # Candidate Labels=7,860, Include training labels=No2013.12 | 0.026 | 0.042 | 0.073 | 0.108 | 0.148 | |
| ConSET=1000, # Candidate Labels=7,860, Include training labels=No2013.12 | 0.026 | 0.043 | 0.076 | 0.113 | 0.157 | |
| DeViSE# Candidate Labels=7,860, Include training labels=No2013.12 | 0.017 | 0.029 | 0.053 | 0.082 | 0.125 | |
| DeViSE# Candidate Labels=8,860, Include training labels=Yes (+1K)2013.12 | 0.005 | 0.014 | 0.034 | 0.059 | 0.097 | |
| ConSET=1, # Candidate Labels=8,860, Include training labels=Yes (+1K)2013.12 | 0.002 | 0.024 | 0.059 | 0.093 | 0.134 | |
| ConSET=10, # Candidate Labels=8,860, Include training labels=Yes (+1K)2013.12 | 0.002 | 0.022 | 0.059 | 0.097 | 0.143 | |
| ConSET=1000, # Candidate Labels=8,860, Include training labels=Yes (+1K)2013.12 | 0.002 | 0.022 | 0.058 | 0.095 | 0.14 |