Pascal VOC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PASCAL VOC blended set 1/16 (662) labeled 2012 (val)
78.32mIoU
12
PASCAL VOC blended high-quality 1/4 partition 2012
81.03mIoU
12
PASCAL VOC 1/8 partition 2012 (blended high-quality)
0.819mIoU
12
PASCAL VOC blended high-quality 1/16 partition 2012
80.9mIoU
12
PASCAL VOC unseen (val)
86.1mIoU
12
PASCAL VOC augmented 2012 (100% labeled)
76.5mIoU
12
PASCAL VOC augmented 2012 (1% labeled)
41.41mIoU
12
PASCAL VOC (train)
69.9mIoU
12
PASCAL VOC 2012 (trainval)
70.4CorLoc
12
PASCAL VOC
82.4AP50
12
PASCAL-VOC 2010 (1,037 images)
0.952Avg P
12
Pascal VOC 2007 (test)
80.1CorLoc (aero)
12
Pascal VOC Foggy (test)
77.86AP
11
PASCAL VOC 2007 (10+10)
75mAP (Old)
11
Pascal VOC 10-5
79.1mIoU (1-10)
11
Pascal VOC 10-2
79.1mIoU (1-10)
11
PASCAL VOC 2012 (val)
78.1mIoU
11
Pascal VOC 20b
84.6mIoU
11
PASCAL VOC 2012 (test)
36CorLoc
11
PASCAL VOC 10+10 setting 2007 (test)
88.4AP50 (Classes 1-10)
11
PASCAL VOC 15+5 setting 2007 (test)
91.2AP50 (Classes 1-15)
11
Pascal VOC 2012 (val)
87.9mIoU
11
Pascal VOC (val)
55.4mIoU
11
PASCAL VOC (val)
83.1mAP50
11
PASCAL VOC (Seen+Unseen)
75.1mAP (Seen)
11