Social Relationship Recognition on PIPA-Relation
64.4AccuracyMGR
Evaluation Results
| Method | Links | |
|---|---|---|
| MGR2019.01 | 64.4 | |
| MGR# of input image patches=4, # of CNNs=5, Input resolution=224x2242020.07 | 64.4 | |
| GR2N-448# of input image patches=1, # of CNNs=1, Input resolution=448x4482020.07 | 64.3 | |
| GRM2019.01 | 62.3 | |
| GRM# of input image patches=4, # of CNNs=3, Input resolution=224x2242020.07 | 62.3 | |
| GR2N-224# of input image patches=1, # of CNNs=1, Input resolution=224x2242020.07 | 61.3 | |
| Dual-glance2019.01 | 59.6 | |
| Dual-Glance# of input image patches=4, # of CNNs=3, Input resolution=224x2242020.07 | 59.6 | |
| Pair CNN# of input image patches=2, # of CNNs=1, Input resolution=224x2242020.07 | 58 | |
| Two stream CNN2019.01 | 57.2 | |
| All attributes + SVM# of input image patches=1, # of CNNs=10, Input resolution=224x2242020.07 | 57.2 | |
| SRG-GN# of input image patches=3, # of CNNs=5, Input resolution=224x2242020.07 | 53.6 | |
| Finetuned CNN + SVM# of input image patches=2, # of CNNs=2, Input resolution=224x2242020.07 | 48.6 | |
| GRM2018.07 | 0.623 | |
| Dual-Glance2018.07 | 0.596 | |
| Two stream CNN2018.07 | 0.572 |