Pascal VOC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pascal VOC 6 steps overlapped 5-3 (test)
79.6mIoU (Classes 1-5)
7
Pascal VOC 16
0.001DINO Dist
7
Pascal VOC 16
0.003DINO Distance
7
Pascal VOC-21 (test)
82.5mIoU
7
PASCAL VOC original high-quality 2012 (Full)
78.82mIoU
7
PASCAL VOC original high-quality 2012 (1/2)
77.86mIoU
7
PASCAL VOC original high-quality 2012 (1/4)
76.43mIoU
7
PASCAL VOC original high-quality 2012 (1/8)
0.745mIoU
7
PASCAL VOC original high-quality 2012 (1/16)
71.9mIoU
7
PASCAL VOC 2007+2012 (test)
68.9mAP (ZSD)
7
Pascal VOC PAS-20 (test)
92.6mIoU
7
Pascal-VOC 2012 (overlapped 4-4)
70.5mIoU (t=1 Base)
7
PASCAL VOC 2012 (trainval)
70.5mIoU
7
PASCAL VOC
83.2AP@50
7
Pascal-VOC
95.8mAP
7
PASCAL VOC
67.9mAP
7
PASCAL VOC 12 (val)
3.18Clicks @ 85% IoU
7
PASCAL VOC (test)
60.78Mean J
7
PASCAL VOC 2012 (val)
81.4AR @ IoU=0.50
7
PASCAL VOC 6x2 2007 (test)
30.8mAP (Mean Average Precision)
7
Pascal VOC Classic 2012 (1/2)
10,500Unlabeled Samples per Epoch
7
Pascal VOC Classic 2012 (1/4)
7,900Unlabeled Samples/Epoch
7
Pascal VOC Classic 2012 (1/8)
9.2Unlabeled Samples per Epoch
7
Pascal VOC Classic 2012 (1/16)
19.8Unlabeled Samples per Epoch
7
Pascal VOC
90.6Result Match (%)
6