VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
VOC 21 (val)
76.4mIoU
28
VOC
58.9mBOi
28
VOC 07
89.3mAP
27
VOC 2007
86.46mAP
26
VOC Novel Set 1
56.8mAP50
25
VOC (val)
94.4mIoU
25
VOC Novel Set 2
45.4mAP50
25
VOC 2007 (test)
23.2Fooling Rate
24
VOC 07+12 2007 (test)
58.1AP
24
VOC 2012
94.3mIoU (Smoothed)
23
VOC
82.14mAP
22
VOC Dark low-light (val)
71.7mAP
22
VOC haze (val)
83.3mAP
22
VOC 2007 (train+val)
59.5CorLoc
22
VOC 2012 (train)
74.1mIoU
21
VOC Difficult 2007 (test)
79.1Accuracy
21
VOC to Comic (test)
50.2mAP
20
VOC Class Split 3 novel classes 2007 (test)
49.7mAP
20
VOC Class Split 2 novel classes 2007 (test)
47.8mAP
20
VOC Class Split 1 novel classes 2007 (test)
61.8mAP
20
VOC
69.8mIoU
19
VOC 2012 (val)
70mIoU
19
VOC 2007 (test)
64.8mAP (k=1)
18
VOC 1/16 labeled train 2012 (val)
69.3mIoU
18
VOC 1/8 labeled 2012 (val)
71.72mIoU
18