Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
PASCAL VOC Novel Set 1
62.1AP50 (shot=1)
71
Pascal VOC 2007
89.8Avg OF1
66
PASCAL VOC 2012
92.2mAP
65
Pascal VOC
61.8mAP
65
PASCAL VOC to Water Color (test)
63.7mAP
64
PASCAL VOC to Clipart target domain
48mAP
61
Pascal VOC Novel Split 1
79.7nAP50
60
PASCAL VOC 2007 (test)
81.8mAP
59
Pascal VOC
74.5mAP@50
54
PASCAL VOC 2007 (trainval)
88.1CorLoc (Aero)
54
Pascal VOC 1/16 labeled 2012 (train)
86.3mIoU
53
PASCAL VOC with background category VOC21 2012
86.8mIoU
51
PASCAL VOC 2012 (trainval)
72.3CorLoc
51
PASCAL VOC 2007
82.1mAP
50
Pascal VOC
93.6Seen mIoU
49
PASCAL-VOC 07+12
82.5mAP50%
48
Pascal VOC
1.69NoC@85
48
Pascal VOC Original protocol 92 labeled images
87mIoU
48
PASCAL VOC VOC21 with background 2012
70.8mIoU
46
Pascal VOC 10-1 protocol 2012 (val)
82.4mIoU (0-10)
46
PASCAL VOC 2012 original (val)
80.47mIoU
46
PASCAL VOC 19+1 setting (incremental)
89.1mAP
46
Pascal VOC
68.7HM
45
Pascal VOC 2007 (test)
96.8Avg. mAP
44
Pascal VOC Priority protocol, 1/4 labeled ratio
86.4mIoU
43