Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
PASCAL VOC20 without background class
88.4mIoU
18
PASCAL VOC 07 (trainval)
72.5CorLoc
18
PASCAL VOC (VOC07 labeled + VOC12 + COCO20cls unlabeled)
58.08AP50:95
18
Pascal VOC 1/4 labeled split 2012
88.9mIoU
17
Pascal VOC 1/8 labeled 2012
87.9mIoU
17
Pascal VOC 1/16 labeled 2012
86.3mIoU
17
PASCAL VOC 2012 (250 samples)
116.03MST-C
17
PASCAL VOC 2012 V20 (val)
87.8mIoU
17
Pascal VOC 2007
85.7mAP (IoU=0.10)
17
PASCAL VOC blender 1/2 partition 2012 (val)
81.01mIoU
17
PASCAL VOC 07+12 (trainval)
83.7AP@50
17
PASCAL VOC 2007 (test)
56.8mAP@0.5
17
Pascal VOC 2012
0.26Rate (bpp)
16
PASCAL VOC 2012 (trainaug)
70.8mIoU
16
PASCAL VOC 2007/2012 (test)
95.48Macro AUC
16
Pascal VOC series (test)
86.4Session 1 Score
16
PASCAL VOC 2012 V21 (val)
65.8mIoU
16
relabeled PASCAL VOC 2012 (test)
92.86IoU
16
PASCAL VOC 20b
83.3mIoU
16
Pascal VOC PAS-20 (val)
0.955mIoU
16
Pascal VOC (Mixture)
85.8AP50
16
PASCAL VOC 1/20 2012 (val)
72.2mIoU
16
PASCAL VOC 15+5 setting (incremental)
78mAP
16
Pascal VOC 10 + 10 setting 2007 (test)
79.3AP (Aero)
16
Pascal-VOC 15-1 (6 tasks) 2012
65.12mIoU (0-15)
16