COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO-A
27.612CLIP Score
4
COCO-A
39.17Human Preference Rate
4
COCO 2017 (test)
47.9FG-ARI
4
COCO-3K zero-shot
26.6LocalCLIP Score
4
COCO 2014 (train)
45.3mIoU
4
COCO 5-shot
17.2nmAP
4
COCO 1-shot
11.5nmAP
4
COCO-20^2
38.31-shot mIoU
4
COCO Paragraph
0.627IR@5
4
COCO-Entity
53.4IR@5
4
COCO novel and all classes
24.3mAP50 (Novel)
4
COCO GPT-based evaluation
84.1Conversation Score
4
COCO OVD retained 15 categories
23AP50 Retained
4
COCO
43AP
4
COCO-COUNT
14.54MR (CN)
4
COCO-MCC
22.42MR (EN)
4
COCO (val)
40.8AP@50 Mask
4
Separated COCO (test)
31.15Top-1 Accuracy
4
COCO Panoptic 2014 (val)
45.7PQ
4
COCO 0.4% labeled data
31Mask AP
4
COCO (0.2% labeled data)
24.9AP (Mask)
4
COCO (0.1% labeled data)
13.6Mask AP
4
COCO open
8.9mask AP
4
COCO open
20.3PQ
4
COCO 20k 2014 (trainval)
19.6AP50
4