Simultaneous Detection and Segmentation on VOC 2012 (val)
68.4AP^r (aeroplane)SDS (C+ref)
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SDS (C+ref)features=CNN features on boxes and regions, refinement=true2014.07 | 68.4 | 49.4 | 52.1 | 32.8 | 33 | 67.8 | 53.6 | 73.9 | 19.9 | 43.7 | 25.7 | 60.6 | 55.9 | 58.9 | 56.7 | 28.5 | 55.6 | 32.1 | 64.7 | 60 | 49.7 | |
| SDS (C)features=CNN features on boxes and regions2014.07 | 67.4 | 49.6 | 49.1 | 29.9 | 32 | 65.9 | 51.4 | 70.6 | 20.2 | 42.7 | 22.9 | 58.7 | 54.4 | 53.5 | 54.4 | 24.9 | 54.1 | 31.4 | 62.2 | 59.3 | 47.7 | |
| SDS (B)features=CNN features on regions2014.07 | 65.7 | 49.6 | 47.2 | 30 | 31.7 | 66.9 | 50.9 | 69.2 | 19.6 | 42.7 | 22.8 | 56.2 | 51.9 | 52.6 | 52.6 | 25.7 | 54.2 | 32.2 | 59.2 | 58.7 | 47 | |
| SDS (A)features=CNN features on boxes2014.07 | 61.8 | 43.4 | 46.6 | 27.2 | 28.9 | 61.7 | 46.9 | 58.4 | 17.8 | 38.8 | 18.6 | 52.6 | 44.3 | 50.2 | 48.2 | 23.8 | 54.2 | 26 | 53.2 | 55.3 | 42.9 | |
| O2Pfeatures=Second-order pooling2014.07 | 56.5 | 19 | 23 | 12.2 | 11 | 48.8 | 26 | 43.3 | 4.7 | 15.6 | 7.8 | 24.2 | 27.5 | 32.3 | 23.5 | 4.6 | 32.3 | 20.7 | 38.8 | 32.3 | 25.2 | |
| SDSConfiguration=C2014.07 | 53.2 | 42.1 | 42.1 | 27.1 | 27.6 | 53.3 | 42.7 | 57.3 | 19.3 | 36.3 | 21.4 | 49 | 43.6 | 43.5 | 47 | 24.4 | 44 | 29.9 | 49.9 | 49.4 | 40.2 | |
| SDSConfiguration=C+ref2014.07 | 52.3 | 42.6 | 42.2 | 28.6 | 28.6 | 58 | 45.4 | 58.9 | 19.7 | 37.1 | 22.8 | 49.5 | 42.9 | 45.9 | 48.5 | 25.5 | 44.5 | 30.2 | 52.6 | 51.4 | 41.4 | |
| SDSConfiguration=B2014.07 | 51.1 | 42.1 | 40.8 | 27.5 | 26.8 | 53.4 | 42.6 | 56.3 | 18.5 | 36 | 20.6 | 48.9 | 41.9 | 43.2 | 45.8 | 24.8 | 44.2 | 29.7 | 48.9 | 48.8 | 39.6 | |
| SDSConfiguration=A2014.07 | 48.3 | 39.8 | 39.2 | 25.1 | 26 | 49.5 | 39.5 | 50.7 | 17.6 | 32.5 | 18.5 | 46.8 | 37.7 | 41.1 | 43.2 | 23.4 | 43 | 26.2 | 45.1 | 47.7 | 37 | |
| O2PConfiguration=O2P2014.07 | 46.8 | 21.2 | 22.1 | 13 | 10.1 | 41.9 | 24 | 39.2 | 6.7 | 14.6 | 9.9 | 24 | 24.4 | 28.6 | 25.6 | 7 | 29 | 18.8 | 34.6 | 25.9 | 23.4 |