Keypoint Prediction on PASCAL VOC 2011
50.9PCK (Aeroplane)conv5+prior
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| conv5+priorBackbone=AlexNet, Feature Layer=conv5, Shape Prior=Yes2014.11 | 50.9 | 48.8 | 35.1 | 32.5 | 66.1 | 62 | 45.7 | 34.2 | 21.4 | 41.1 | 27.2 | 29.3 | 46.8 | 45.6 | 47.1 | 42.5 | 38.8 | 37.6 | 50.7 | 45.6 | 42.5 | |
| conv5Backbone=AlexNet, Feature Layer=conv5, Shape Prior=No2014.11 | 38.5 | 37.6 | 29.6 | 25.3 | 54.5 | 52.1 | 28.6 | 31.5 | 8.9 | 30.5 | 24.1 | 23.7 | 35.8 | 29.9 | 39.3 | 38.2 | 30.5 | 24.5 | 41.5 | 42 | 33.3 | |
| SIFT+priorShape Prior=Yes2014.11 | 33.5 | 36.9 | 22.7 | 23.1 | 44 | 42.6 | 39.3 | 22.1 | 18.5 | 23.5 | 11.2 | 20.6 | 32.2 | 33.9 | 26.7 | 30.6 | 25.7 | 26.5 | 21.9 | 32.4 | 28.4 | |
| SIFTShape Prior=No2014.11 | 17.9 | 16.5 | 15.3 | 15.6 | 25.7 | 21.7 | 22 | 12.6 | 11.3 | 7.6 | 6.5 | 12.5 | 18.3 | 15.1 | 15.9 | 21.3 | 14.7 | 15.1 | 9.2 | 19.9 | 15.7 |