Relationship Detection on VRD Zero-Shot
9.75R@100 (k=1)U+W+SF+L
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| U+W+SF+LTraining images=VRD + VG, Network component=Student (S)2017.07 | 9.75 | 9.41 | 16.81 | 12.72 | 16.37 | 12.29 | |
| U+W+SF+LTraining images=VRD only, Network component=Student (S)2017.07 | 9.14 | 8.89 | 16.15 | 12.31 | 15.89 | 12.02 | |
| VRLTraining images=VRD only2017.07 | 8.52 | 7.94 | — | — | — | — | |
| U+W+SF+LTraining images=VRD + VG, Network component=Teacher (T)2017.07 | 6.89 | 6.56 | 10.34 | 8.23 | 10.53 | 9.03 | |
| U+W+SF+LTraining images=VRD only, Network component=Teacher (T)2017.07 | 6.44 | 6.07 | 9.71 | 7.82 | 10.21 | 8.75 | |
| VRD - FullTraining images=VRD only2017.07 | 3.52 | 3.13 | 11.46 | 7.01 | 11.7 | 7.13 | |
| VRD - V onlyTraining images=VRD only2017.07 | 0.78 | 0.67 | — | — | — | — | |
| Linguistic CuesTraining images=VRD only2017.07 | — | — | 13.43 | 9.67 | — | — |