MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO zero-shot
25.1R@1
6
MS-COCO zero-shot
36R@1
6
MS-COCO (seen and unseen)
62.5P@3
6
MS-COCO (unseen)
38.2Precision@3
6
MS-COCO 5,000 samples 2017 (val)
15.11FID
6
MS COCO 30k (val)
13.52FID
6
MS-COCO In-Domain (val)
23.9D-ECE
6
MS-COCO 35k
37.13AP50:95
6
MS COCO (20k)
12.4AP50
6
MS-COCO 1x Schedule 2017 (val)
0.419AP (Overall)
6
MS-COCO (test)
77.9mAP
6
MS-COCO prompts (val)
91Photo-realism
6
MS COCO 3-shot (novel classes)
0.072AP
6
MS COCO 2-shot (novel classes)
5.6AP
6
MS-COCO (test)
45.1Clean Score
6
MS COCO 2014 (val)
57.5mAP
6
MS-COCO
64.7R@1
5
MS-COCO 2017
22.67FID
5
MS-COCO 2017
21.98FID
5
MS-COCO 2017
21.26FID
5
MS-COCO
7.17R@1
5
MS-COCO (test)
23.68FID
5
MS-COCO
1Spearman's S Correlation
5
MS-COCO
0.981Spearman S
5
MS-COCO
0.576Calibration Score S
5