Relationship Detection on Visual Genome
98.4Recall@100MOTIFNET
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MOTIFNETGraph constraints=false2017.11 | 98.4 | 96 | |
| MESSAGE PASSING+Graph constraints=false2017.11 | 97.2 | 93.5 | |
| MOTIFNET-NOCONTEXTGraph constraints=false2017.11 | 97.1 | 94.2 | |
| FREQ-OVERLAPGraph constraints=false2017.11 | 96.9 | 94.6 | |
| FREQGraph constraints=false2017.11 | 90.1 | 88.3 | |
| VRL2017.03 | 13.34 | 12.57 | |
| Lu et al.2017.03 | 7.96 | 6.01 | |
| VRLEvaluation protocol=zero-shot2017.03 | 7.14 | 6.27 | |
| Faster R-CNNModel configuration=V only2017.03 | 4.87 | 4.36 | |
| Joint CNN+Trained RPN2017.03 | 2.37 | 2.23 | |
| Lu et al.Model configuration=V only2017.03 | 1.48 | 1.2 | |
| Joint CNN+RPN2017.03 | 1.22 | 1.18 | |
| Lu et al.Evaluation protocol=zero-shot2017.03 | 1.13 | 0.97 | |
| Joint CNN+R-CNN2017.03 | 0.11 | 0.08 |