Social relationship recognition (3-relationship) on PISC 1.0 (test)
73.1Accuracy (Intimate)Dual-Glance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dual-Glancecontext=dual-glance model2017.08 | 73.1 | 84.2 | 59.6 | 79.7 | |
| RCNNpooling=average pooling2017.08 | 72.9 | 83.3 | 14.8 | 63.5 | |
| Union-CNNcontext=union region2017.08 | 72.1 | 81.8 | 19.2 | 58.4 | |
| Pair-CNN+BBoxgeometry_feature=two bounding boxes2017.08 | 71.8 | 80.3 | 50.6 | 69.6 | |
| Pair-CNN+BBox+Unioncontext=union region, geometry_feature=two bounding boxes2017.08 | 71.1 | 81.2 | 57.9 | 72.2 | |
| Pair-CNN+BBox+Scenecontext=scene information, backbone=Scene-CNN pre-trained on Places, geometry_feature=two bounding boxes2017.08 | 71 | 80.6 | 46.7 | 68 | |
| Pair-CNN+BBox+Globalcontext=entire image, geometry_feature=two bounding boxes2017.08 | 70.5 | 80.9 | 53.7 | 70.5 | |
| Pair CNNfeatures=pair of people2017.08 | 70.3 | 80.5 | 38.8 | 65.1 | |
| BBoxfeatures=bounding box only2017.08 | 42.4 | 33 | 41.9 | 34.9 |