COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
COCO 2017 (val)
0.672Accuracy
62
COCO
2.18CIDEr Drop (%)
60
COCO 2017 (val)
44Success Rate (T)
60
COCO (val)
79.4AP
60
COCO
59R@1
59
COCO
73.6R@1
59
COCO (test)
149.8CIDEr
59
MS-COCO 2014 (val)
6.63FID
58
COCO
0.251HPS
57
COCO (novel)
21.6AP (Novel)
57
COCO 20^i (val)
61.8Mean Score
55
COCO Caption
143.3CIDEr
55
COCO 2014
81.5mAP
55
COCO
0Detection Rate
54
COCO standard (10%)
44.6mAP
54
COCO 5K (test)
64.3R@1
53
COCO 2017 (val)
11FID
53
COCO (test)
7,310R@5
53
MS-COCO 2014 (val)
91.3mAP
51
COCO
58AP^b
49
COCO-CN
78.7R@1
49
COCO-Stuff
2.14FID
49
COCO mini 2017 (val)
43.2mAP
49
COCO
46.2APm
48
COCO
52.5APb
48