Image Classification on ImageNet All unseen
1.5Flat Hit@1ConSE(10)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ConSE(10)T=10, Evaluation=Zero-shot2016.03 | 1.5 | 2.3 | 4 | 6 | 8.7 | 3.3 | 8.9 | 10.2 | 11.4 | |
| ConSE(1000)T=1000, Evaluation=Zero-shot2016.03 | 1.5 | 2.3 | 3.9 | 5.8 | 8.4 | 3.2 | 8.8 | 10.2 | 11.3 | |
| OursstructVariant=struct, Evaluation=Zero-shot2016.03 | 1.5 | 2.4 | 4.4 | 6.7 | 10 | 3.6 | 9.6 | 11 | 12.2 | |
| ConSE(1)T=1, Evaluation=Zero-shot2016.03 | 1.4 | 2.3 | 3.8 | 5.6 | 7.8 | 3 | 7.6 | 8.7 | 9.6 | |
| ConSE(10) [33]T=10, Evaluation=Zero-shot, Source=Published Results2016.03 | 1.4 | 2.2 | 3.9 | 5.8 | 8.3 | 2.5 | 7.8 | 9.2 | 10.4 | |
| Ourso-vs-oVariant=o-vs-o, Evaluation=Zero-shot2016.03 | 1.4 | 2.4 | 4.5 | 7.1 | 10.9 | 3.1 | 9 | 10.9 | 12.5 | |
| ConSE(CV)T=Class-wise CV, Evaluation=Zero-shot2016.03 | 1.3 | 2.1 | 3.8 | 5.8 | 8.7 | 3.2 | 9.2 | 10.7 | 12 |