COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO FS
22.7Top-5 Acc
15
COCO 2017 (val)
66Recall@1
15
COCO 2017 (val)
48.5Recall@1
15
COCO 20K 2014 2017 (train)
62.6CorLoc
15
COCO
19.6ASR (FRCNN)
15
MS COCO (novel split)
13.31-Shot nAP
15
COCO 2% labeled 2017 (val train)
29.08AP
15
COCO (val)
0.015MSE
15
COCO-standard 0.5% labeled 2017 (train)
21.26mAP
15
MS-COCO OWOD Task 3
51.2mAP (Known Before)
15
COCO originally multi-label (test val)
91.1mAP
15
COCO Captions (test)
123.7CIDEr
15
COCO 5K
57.1R@1
14
COCO
48.32APb
14
COCO
55.1mAPbox (50-95)
14
COCO
125.6CIDEr (Clean)
14
COCO
22B@4
14
COCO 5,000 images (val)
2.2FID
14
MS COCO
46.7AP
14
COCO novel categories
13.7Novel AP
14
COCO
0.316CLIP Score
14
COCO (val)
95.4AR50
14
COCO
54.9AP
14
COCO-20i binary
66.8mIoU
14
COCO Stable Diffusion edited (test)
99.3F1 Score
14