Image Tagging on NUS-WIDE 81 unseen tags
42.2mAPFast0Tag (net.)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fast0Tag (net.)K=32016.05 | 42.2 | 22.6 | 38.4 | 28.4 | |
| Fast0Tag (net.)K=52016.05 | 42.2 | 17.6 | 50 | 26 | |
| Fast0Tag (lin.)K=32016.05 | 40.1 | 21.8 | 37.2 | 27.5 | |
| Fast0Tag (lin.)K=52016.05 | 40.1 | 17 | 48.4 | 25.2 | |
| RankSVMK=32016.05 | 37 | 19.7 | 33.3 | 24.7 | |
| RankSVMK=52016.05 | 37 | 15.2 | 42.9 | 22.5 | |
| ConSEK=32016.05 | 32.4 | 17.7 | 30.1 | 22.3 | |
| ConSEK=52016.05 | 32.4 | 13.7 | 38.8 | 20.2 | |
| LabelEM+K=32016.05 | 24.9 | 12.5 | 21.4 | 15.8 | |
| LabelEM+K=52016.05 | 24.9 | 10.7 | 30.4 | 15.8 | |
| LabelEMK=32016.05 | 23.7 | 11.9 | 20.2 | 14.9 | |
| LabelEMK=52016.05 | 23.7 | 10.2 | 28.9 | 15.1 | |
| Seen2UnseenK=32016.05 | 16.7 | 7.3 | 12.5 | 9.2 | |
| Seen2UnseenK=52016.05 | 16.7 | 7 | 19.7 | 10.3 | |
| RandomK=32016.05 | 7.1 | 2.2 | 3.8 | 2.8 | |
| RandomK=52016.05 | 7.1 | 2.2 | 6.1 | 3.2 |