Pascal VOC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PASCAL VOC (val)
93.9Global AuROC (Untar)
6
PASCAL VOC VOC20 2012
78.2mIoU
6
Pascal VOC 2012
74.53Accuracy
6
Pascal VOC 2012 V20
93.9Pixel Accuracy
6
Pascal VOC 2012 V21
90.1Pixel Accuracy
6
PASCAL VOC (732 labeled images)
81.21mIoU
6
PASCAL VOC 183 labeled images
78.47mIoU
6
PASCAL VOC
83.2VOC Score
6
Pascal VOC Additional setting
85.85AP50
6
Pascal VOC 2007
0.666Pearson Correlation
6
PASCAL VOC 2007+2012 (16/4 seen/unseen)
65.5mAP (ZSD)
6
PASCAL VOC (Unseen)
65.7mAP
6
PASCAL VOC (Seen)
77mAP
6
Pascal VOC Image Tags 2012 (test)
71.6mIoU
6
Pascal VOC 2007
68.3mAP
5
Pascal VOC 10-class 128x128
9.82mAP@50
5
Pascal VOC 15% labeling budget
6Number of Retrieved Rare Classes
5
Pascal VOC (10% labeling budget)
4Number of rare classes retrieved
5
PASCAL VOC 2007 (val)
80.4AP
5
PASCAL VOC 20 partial classes
84.5mIoU
5
PASCAL VOC
32.92Novel mIoU
5
PASCAL VOC (train val)
22.58Mean Novel mIoU
5
PASCAL VOC
57.8Accuracy @ K=1
5
PASCAL VOC
30.3mAP@0.3
5
Noisy Pascal VOC NR 80% → Clipart1k
36AP (Aero)
5