COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO-CFs (test)
37.65R@1
5
COCO sports subset 10% labeled
48.4Retrieval Score
5
COCO sports 10% labeled
49.79Retrieval Score (Image-to-Text)
5
COCO 50 labels (val)
55.1mIoU
5
MS COCO GZSD
58.9Recall (Seen)
5
COCO-20i 2-way 1-shot
36.2mIoU (Seg)
5
COCO-20i 2-way 1-shot
36.5Error Rate (%)
5
COCO-20i 1-way 1-shot
38.3mIoU
5
COCO-20i 1-way 1-shot
66.7Error Rate (%)
5
COCO 5k
0.049Bias@1
5
COCO Person (without small person instances) 2017 (minival)
65.5mAP
5
COCO Person (without small person instances) 2017 (minival)
74.4mAP
5
COCO-OCC (val)
32.89AP
5
COCO 50% sampling ratio
40.41AP Box
5
COCO 20% sampling ratio
31.97AP (Box)
5
COCO 5% sampling ratio
16.94AP (Box)
5
MS-COCO 16 novel classes
63.6mAP
5
COCO 20K
19.6APmask@50
5
COCO
34.9BLEU Score
5
COCO split 1 (val)
122.4CIDEr
5
COCO
0.253mAP@0.3
5
COCO AP50 (Unseen categories)
49.3AP50 (Split 1)
5
COCO AP50 (Seen categories)
54.1AP50 Split 1
5
COCO 5-way 1-shot 20 (folds 0-3)
29.7mIoU* (fold-0)
5
COCO 2-way 1-shot 20 (folds 0-3)
35.3mIoU* (fold-0)
5