Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
PASCAL VOC 2007/2012 (VOC07 labeled + VOC12 unlabeled)
81.29AP50
14
Pascal VOC 19 + 1 setting 2007 (test)
77.8AP (Aero)
14
Pascal VOC 15 + 5 setting 2007 (test)
76.5AP (Aeroplane)
14
PASCAL VOC 2007 (trainval)
71.9CorLoc
14
Pascal VOC
80.7mIoU (Real+Syn)
13
Pascal VOC 732 labels
86.7mIoU
13
Pascal VOC 183 labels
85.6mIoU
13
Pascal VOC 92 labels
84mIoU
13
PASCAL VOC (test)
54.6JS
13
PASCAL VOC with background class
84mIoU
13
Pascal VOC 2007 (val)
96.7mAP
13
PASCAL VOC 10+10 setting (incremental)
74mAP
13
Pascal VOC 2007 (test)
52AP (Aero)
13
PASCAL VOC 2012 (train val)
73.4CorLoc
13
Pascal VOC Aggregate
68.1Average nAP50
12
Pascal VOC (5% clean data)
99.5RmAP
12
PASCAL VOC long-sequence B5-C3
93Average mAP
12
Pascal VOC 1/16 labeled 2012 (val)
57.6mIoU
12
Pascal VOC 1/8 labeled 2012 (val)
0.663mIoU
12
Pascal VOC 1/4 labeled split 2012 (val)
69.78mIoU
12
Pascal VOC 1/2 labeled 2012 (val)
73.05mIoU
12
PASCAL-VOC PAS-20b
86.3mIoU
12
Pascal VOC 2-2 setup 2012
76.5mIoU (Classes 0-2)
12
PASCAL VOC 2012 (val)
82mIoU
12
PASCAL VOC blended set 1/4 (2646) labeled 2012 (val)
0.798mIoU
12