Pascal VOC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PASCAL VOC 2012 (val)
94.7Mean IoU
2,210
PASCAL VOC 2012 (test)
94.1mIoU
1,485
PASCAL VOC 2007 (test)
85.8mAP
844
PASCAL VOC (val)
4,420mIoU
380
PASCAL VOC
0.895mIoU
295
PASCAL VOC 2012 (test)
97.2mAP
293
Pascal VOC (test)
91.9mIoU
268
PASCAL VOC 2012
87.5mIoU
231
PASCAL VOC (Novel Set 1)
68mAP@50
223
PASCAL VOC 2007 (test)
93.1mAP (%)
217
Pascal VOC
90.9mIoU
214
PASCAL VOC Novel Set 3
63.3mAP@0.5
175
PASCAL VOC 2012 (val)
77.6mAP @0.5
173
PASCAL VOC 2012 (val)
78.4mIoU
168
Pascal VOC 2012 (val)
88.6mIoU
166
Pascal VOC augmented 2012 (val)
81.11mIoU
162
PASCAL VOC 2012 (test)
74.9mIoU
158
Pascal VOC 20
98.4mIoU
151
PASCAL VOC classic 2012 (val)
82mIoU
143
PASCAL VOC Novel Set 3 2007+2012
63.7mAP50
139
PASCAL VOC
86.1mAP
126
Pascal VOC (Novel Split 3)
74.6AP50
125
Pascal VOC (Novel Split 2)
67.7nAP50
125
PASCAL VOC 2007 (test)
97.3mAP
125
PASCAL VOC augmented (val)
81.46mIoU
122