Image Classification on PASCAL VOC 2012 (test)
99PASCAL VOC Class: Plane APSimonyan et al.
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Simonyan et al.Uses bounding box annotation=No, Backbone=VGG-162015.11 | 99 | 88.8 | 95.9 | 93.8 | 73.1 | 92.1 | 85.1 | 97.8 | 79.5 | 91.1 | 83.3 | 97.2 | 96.3 | 94.5 | 96.9 | 63.1 | 93.4 | 75 | 97.1 | 87.1 | 89 | |
| NUSUses bounding box annotation=Yes, Backbone=VGG-162015.11 | 98.9 | 91.8 | 94.8 | 92.4 | 72.6 | 95 | 91.8 | 97.4 | 85.2 | 92.9 | 83.1 | 96 | 96.6 | 96.1 | 94.9 | 68.4 | 92 | 79.6 | 97.3 | 88.5 | 90.3 | |
| ProNet CascadeUses bounding box annotation=No, Backbone=VGG-162015.11 | 97.6 | 91.3 | 94.3 | 93.2 | 74.3 | 93 | 88.5 | 96.8 | 78.4 | 90.7 | 80.1 | 96.3 | 95.2 | 94.8 | 98 | 70.9 | 90.3 | 75.8 | 96.3 | 89.4 | 89.3 | |
| NUS-HCPUses bounding box annotation=No, Backbone=Not Specified2015.11 | 97.5 | 84.3 | 93 | 89.4 | 62.5 | 90.2 | 84.6 | 94.8 | 69.7 | 90.2 | 74.1 | 93.4 | 93.7 | 88.8 | 93.2 | 59.7 | 90.3 | 61.8 | 94.4 | 78 | 84.2 | |
| NUS-PSLUses bounding box annotation=Yes, Backbone=Not Specified2015.11 | 97.3 | 84.2 | 80.8 | 85.3 | 60.8 | 89.9 | 86.8 | 89.3 | 75.4 | 77.8 | 75.1 | 83 | 87.5 | 90.1 | 95 | 57.8 | 79.2 | 73.4 | 94.5 | 80.7 | 82.2 | |
| ProNetUses bounding box annotation=No, Backbone=Not Specified2015.11 | 97 | 88.3 | 92.4 | 89.8 | 67.9 | 90.7 | 86.2 | 95.5 | 73 | 85.5 | 76.7 | 94.8 | 91.1 | 91.9 | 97 | 66.1 | 87.8 | 68.1 | 94.1 | 87 | 86 | |
| Chatfield et al.Uses bounding box annotation=No, Backbone=Not Specified2015.11 | 96.8 | 82.5 | 91.5 | 88.1 | 62.1 | 88.3 | 81.9 | 94.8 | 70.3 | 80.2 | 76.2 | 92.9 | 90.3 | 89.3 | 95.2 | 57.4 | 83.6 | 66.4 | 93.5 | 81.9 | 83.2 | |
| Oquab et al.Uses bounding box annotation=No, Backbone=Not Specified, Citation=[19]2015.11 | 96.7 | 88.8 | 92 | 87.4 | 64.7 | 91.1 | 87.4 | 94.4 | 74.9 | 89.2 | 76.3 | 93.7 | 95.2 | 91.1 | 97.6 | 66.2 | 91.2 | 70 | 94.5 | 83.7 | 86.3 | |
| Zeiler et al.Uses bounding box annotation=No, Backbone=Not Specified2015.11 | 96 | 77.1 | 88.4 | 85.5 | 55.8 | 85.8 | 78.6 | 91.2 | 65 | 74.4 | 67.7 | 87.8 | 86 | 85.1 | 90.9 | 52.2 | 83.6 | 61.1 | 91.8 | 76.1 | 79 | |
| Oquab et al.Uses bounding box annotation=Yes, Backbone=Not Specified, Citation=[18]2015.11 | 94.6 | 82.9 | 88.2 | 84.1 | 60.3 | 89 | 84.4 | 90.7 | 72.1 | 86.8 | 69 | 92.1 | 93.4 | 88.6 | 96.1 | 64.3 | 86.6 | 62.3 | 91.1 | 79.8 | 82.8 |