Pascal VOC
Benchmarks
TaskDatasetSOTA resultTrendResults
PASCAL VOC 2012 (train)
80.3mIoU
120
PASCAL VOC 2007 (trainval)
71.4CorLoc
118
Pascal VOC 20
98.3mIoU
113
Pascal-VOC (test)
83.74Hamming Score
112
PASCAL VOC Set 2 (novel)
54.4AP50
110
Pascal VOC (Original set)
91.3mIoU
105
Pascal VOC 21 classes (val)
84.6mIoU
103
PASCAL VOC Novel Set 2
48.3mAP
100
PASCAL VOC 2007+2012 (test)
85mAP (mean Average Precision)
100
Pascal VOC blended 2012 (train)
80.9mIoU
96
Pascal VOC -> Clipart (test)
55.3mAP
91
PASCAL VOC (Set 3)
76.8AP50
90
PASCAL VOC (Set 2)
75.1AP50
90
PASCAL VOC All Set 1 (test)
77.9AP50
90
Pascal VOC 15-1 setting 2012 (val)
82.7mIoU (all)
88
PASCAL VOC 2012 (train)
100mIoU
88
PASCAL VOC Split 3
73.3Overall AP50
86
PASCAL VOC Split 2
71.5Overall AP50
86
PASCAL VOC Split 1
74Overall AP50
86
PASCAL VOC Augmented 2012
82.04mIoU
85
Pascal VOC 15-5 setting 2012 (val)
82.7mIoU (All)
82
PASCAL VOC Novel Set 2 2007+2012
45.4mAP50
75
PASCAL-5^i Fold-3
67.1mIoU
75
PASCAL VOC 2007+2012 (Novel Set 1)
57mAP50
75
PASCAL VOC Set 3 (novel)
58.2AP50 (shot=1)
71