Image Tagging on NUS-WIDE (925 seen + 81 unseen tags, test)
19.1MiAPFast0Tag (net.)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fast0Tag (net.)K=32016.05 | 19.1 | 21.7 | 11 | 14.5 | |
| Fast0Tag (net.)K=52016.05 | 19.1 | 18.4 | 15.5 | 16.8 | |
| Fast0Tag (lin.)K=32016.05 | 18.8 | 22.9 | 11.5 | 15.4 | |
| Fast0Tag (lin.)K=52016.05 | 18.8 | 18.7 | 15.7 | 17.1 | |
| ConSEK=32016.05 | 12.5 | 16.7 | 8.4 | 11.2 | |
| ConSEK=52016.05 | 12.5 | 13.5 | 11.3 | 12.3 | |
| LabelEM+K=32016.05 | 10.2 | 11.3 | 5.7 | 7.6 | |
| LabelEM+K=52016.05 | 10.2 | 9.6 | 8.1 | 8.8 | |
| LabelEMK=32016.05 | 8.8 | 8.7 | 4.4 | 5.8 | |
| LabelEMK=52016.05 | 8.8 | 7.9 | 6.6 | 7.2 | |
| Seen2UnseenK=32016.05 | 2.8 | 2.1 | 1.1 | 1.4 | |
| Seen2UnseenK=52016.05 | 2.8 | 1.9 | 1.6 | 1.8 | |
| RandomK=32016.05 | 1.2 | 0.6 | 0.3 | 0.4 | |
| RandomK=52016.05 | 1.2 | 0.6 | 0.5 | 0.5 |