Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
Pascal-VOC Disjoint 15-1 2012
13.67mIoU (16-20)
24
PASCAL VOC 2007 (15+5)
81.2mAP (Old Classes)
23
PASCAL VOC-20 (val)
98.5mIoU
23
PASCAL VOC 10-1 sequence 2012
82.7mIoU (0-10)
23
Pascal VOC 20 2012 (val)
97.4mIoU
23
Pascal VOC 1 2 labeled 2012 (train)
90mIoU
23
Pascal VOC 1/4 labeled 2012 (train)
88.9mIoU
23
Pascal VOC 1/8 labeled 2012 (train)
87.9mIoU
23
Pascal-VOC Disjoint 19-1 2012
81.6mIoU (20)
23
Pascal VOC (test)
87.5mAP
23
Pascal VOC (1/14 labeled split)
91.5mIoU
22
Pascal VOC 1/29 labeled (366 images)
90.9mIoU
22
Pascal VOC 1/58 labeled split (183 images)
90.1mIoU
22
Pascal VOC 1/115 labeled split (92 images)
89.4mIoU
22
PASCAL VOC PAS-20
0.974mIoU
22
Pascal-VOC 2012 (Overlap)
5,464mIoU (Overall)
22
Pascal VOC
79.52mIoU
22
Pascal VOC 20 With Background
87.8mIoU
21
PASCAL VOC PAS-20 foreground categories (val)
98.7mIoU
21
Pascal-VOC 12 (val)
64.71mIoU
21
PASCAL VOC 2012 (trainval)
89.3Aero CorLoc
21
Pascal VOC Priority protocol 1/8 labeled ratio
87.8mIoU
21
Pascal VOC Blended set (1/4)
80.7mIoU
21
Pascal VOC Blended set (1/8)
80.4mIoU
21
Pascal VOC Blended set (1/16)
80.3mIoU
21