COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO (train)
55.4PQ
3
COCO w/o Obj365 2017 (val)
53.8Mask AP
3
COCO w/o Obj365 2017 (val)
62.3AP (Box)
3
COCO (test)
9.6CHAIR Score
3
COCO c40 (test)
148.8CIDEr
3
COCO 1,000 images (val)
0.07Deletion
3
COCO (test)
13.65CLIP Score
3
COCO-standard (20%)
38.1mAP
3
COCO standard (10%)
35.9mAP
3
COCO standard (5%)
31.7mAP
3
COCO standard (1%)
0.201mAP
3
COCO standard (30% labeled)
40.1mAP
3
COCO-standard (20% labeled)
39mAP
3
COCO 2017
76.92AUC-F
3
COCO
34.3F-mAP
3
COCO (test)
31.9Mask mIoU
3
COCO K=5% known-unknown split 2017 (val)
39.4PQ (Known)
3
COCO 2017 (train)
4.5Training Time (h)
3
COCO (Packed (16+ objects))
5.6Inception Score
3
COCO (val)
25.89IS
3
COCO (val)
84.5BLEU-2
3
MS-COCO (test-std)
66.3AP
3
COCO (test-std)
58.5AP@.50
3
COCO (test-standard)
67.3AP
3
COCO 2015 (test-standard)
37.1AP
3