Image Tagging on NUS-WIDE 4,093 unseen tags (test)
0.098mAPFast0Tag
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fast0TagModel Implementation=linear regression (lin.), K (Rank depth)=32016.05 | 0.098 | 0.094 | 0.072 | 0.082 | |
| Fast0TagModel Implementation=linear regression (lin.), K (Rank depth)=52016.05 | 0.098 | 0.074 | 0.095 | 0.084 | |
| Fast0TagModel Implementation=neural network (net.), K (Rank depth)=32016.05 | 0.085 | 0.08 | 0.062 | 0.07 | |
| Fast0TagModel Implementation=neural network (net.), K (Rank depth)=52016.05 | 0.085 | 0.065 | 0.083 | 0.073 | |
| RandomK (Rank depth)=32016.05 | 0.003 | 0.001 | 0.001 | 0.001 | |
| RandomK (Rank depth)=52016.05 | 0.003 | 0.001 | 0.001 | 0.001 |