Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
Pascal VOC Priority protocol, 1/16 labeled ratio
87.3mIoU
43
Pascal VOC without background 2012 V20
95.2mIoU
42
Pascal VOC 2012
85.6mIoU
42
PASCAL VOC 2012
71.71CorLoc
42
Pascal VOC 21
83.2mIoU
41
Pascal VOC overlapped setting (15-1 (6 steps))
8,480mIoU (Classes 1-15)
41
PASCAL VOC 2012
56.8mAP
40
Pascal VOC 2007
96mAP
40
PASCAL VOC
70.4mIoU
40
PASCAL VOC 5 novel classes (Novel Set 1)
57.8AP@0.5
40
PASCAL VOC Count 2007 (test)
0.29mRMSE
40
Pascal VOC 21 (With Background)
74.8mIoU
39
Pascal VOC 20 without background
92.5mIoU
38
PASCAL VOC 2007 (test)
84.9AP50
38
PASCAL VOC 2007 (test)
83.3AP50
37
Pascal VOC 2012
45.59mIoU
37
Pascal-VOC 2012 (val)
7,740mIoU (Overall)
36
PASCAL VOC with Berkeley annotations (test)
81.2Matching Accuracy
36
Pascal VOC Original protocol 1464 labeled images
88mIoU
36
Pascal VOC VOC-20 (test)
98.5mIoU
34
PASCAL VOC
88.7mAP (AP50:95)
34
Pascal VOC 10-10 Overlap 2012
79.1mIoU (Classes 1-10)
34
Pascal VOC Class Split 1 2007 (test)
77.6mAP@0.5
34
Pascal VOC Original protocol 732 labeled images
87.9mIoU
34
Pascal VOC 366 labeled images (Original protocol)
87.5mIoU
34