VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
VOC 2007 (trainval test)
98.9AP (Plane)
12
VOC 07+12 train val (test)
83.4AP50
12
VOC (test)
46Relative Performance
11
VOC LowData 2012 (1/2 732 labeled images)
78.95mIoU
11
VOC (unseen classes)
72.2AR@1000 (Overall)
11
VOC to ImageNet V->I 2007
74.7Accuracy
11
VOC 2012 (trainval)
68CorLoc
11
VOC07 (train)
88.9Top-1 Accuracy
10
VOC21 with background category
62.1mIoU
10
VOC 2012
99.9AP (aero)
10
VOC 2007 (trainval)
36.9AP@0.5
10
VOC labeled + unlabeled 2007, 2012 (trainval)
79.2mAP (IoU=0.5)
10
VOC 12
61.9Performance
10
VOC 2007 -> MSRC (test)
49.8Accuracy
10
VOC 2012 (val)
68.4AP^r (aeroplane)
10
VOC 2012 (trainval)
61.3CorLoc
9
VOC 21
67.7mIoU
9
VOC [1:10] -> Comic [11:14] (test)
98.51FSS
9
VOC 2012 (1.5k 9k)
74.15mIoU
9
VOC
32.23FG-ARI
9
VOC 2007
89.2Mean per Class Acc
9
VOC 07+12 (trainval)
82.6AP50
9
VOC 2011 (test)
62.7mIoU
9
VOC 2012 (val)
82.1mAP50
8
VOC 2007
49.5Coverage
8