COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
COCO Object with background
47.4mIoU
87
COCO 20K
60.5CorLoc
86
COCO-Stuff
44.4mIoU
84
MS-COCO (test)
2,208R@1
82
MS COCO (test)
63.3AP
81
COCO (test)
0.46BER
80
COCO-20i (test)
71.9mIoU (mean)
79
COCO-20^i
53.4mIoU (S0)
78
COCO-20i (val)
56.8mIoU Mean
78
COCO 30k
12.4FID
77
COCO (Karpathy split)
155.1CIDEr
74
MS-COCO (30K)
1.15FID (30K)
72
COCO mini (val)
53.7AP^m
72
COCO 2017 (val)
79.5AP
71
COCO 20i (test)
60.4Mean Score
70
COCO-20^i v1.0
60.7mIoU (Overall)
70
COCO standard (5% labeled)
40.1mAP
70
COCO 2014 (val)
7.11FID
69
COCO
61.3AP (bbox)
66
COCO 2017 (val)
68.1mIoU
66
COCO (val)
82.2AP
65
COCO
126.49CIDEr
64
COCO standard 2017 (train val)
40.1AP (IoU 0.5:0.95)
64
MS COCO
51.8APb
63
COCO 5K (test)
81.9R@1
63