Social relationship recognition (6-relationship) on PISC 1.0 (test)
35.4Friends AccuracyDual-Glance
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Dual-Glancecontext=dual-glance model2017.08 | 35.4 | 68.1 | 76.3 | 70.3 | 57.6 | 60.9 | 63.2 | |
| Pair-CNN+BBox+Unioncontext=union region, geometry_feature=two bounding boxes2017.08 | 32.5 | 62.1 | 73.9 | 61.4 | 46 | 52.1 | 56.9 | |
| Pair-CNN+BBox+Globalcontext=entire image, geometry_feature=two bounding boxes2017.08 | 32.2 | 61.7 | 72.6 | 60.8 | 44.3 | 51 | 54.6 | |
| Pair-CNN+BBoxgeometry_feature=two bounding boxes2017.08 | 30.7 | 60.2 | 72.5 | 58.1 | 43.7 | 50.7 | 54.3 | |
| Pair CNNfeatures=pair of people2017.08 | 30.2 | 59.1 | 69.4 | 57.5 | 41.9 | 34.2 | 48.2 | |
| Pair-CNN+BBox+Scenecontext=scene information, backbone=Scene-CNN pre-trained on Places, geometry_feature=two bounding boxes2017.08 | 30.2 | 59.4 | 71.7 | 57.6 | 43 | 49.9 | 51.7 | |
| Union-CNNcontext=union region2017.08 | 29.9 | 58.5 | 70.7 | 55.4 | 43 | 19.6 | 43.5 | |
| RCNNpooling=average pooling2017.08 | 29.7 | 61.9 | 71.2 | 60.1 | 45.9 | 20.7 | 48.4 | |
| BBoxfeatures=bounding box only2017.08 | 20.7 | 36.4 | 42.7 | 31.8 | 23.2 | 32.7 | 28.8 |