MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO (val)
91.9CP
23
MS-COCO
100Detection Rate
22
MS-COCO 30K (val)
13.42FID
22
MS-COCO 2017 (test-dev)
53.8mAP (50:95)
22
MS COCO 5K
60.2R@1
22
MS-COCO Unseen Concepts
17.64FID
21
MS-COCO
35.16ClipScore
21
MS COCO 2017 (test)
21.88FID
21
MS-COCO Captions 30,000 (val)
7.55FID-0
21
MS-COCO 48/17 base/novel
51.3GZSD All AP50
21
MS COCO 300 images subset (test)
98Accuracy
20
MS COCO 2017
83.5Latency (µs)
20
MS-COCO (65/15)
23.5mAP (IoU=0.5)
20
MS-COCO (val)
90.9CIDEr
20
MS-COCO
-18.33Sequence Length Delta
20
MS-COCO (test)
154.42NFE
19
MS-COCO 30K
13.42FID
19
MS-COCO 512x512 (val)
20.69FID
19
MS-COCO 10K prompts 2014 (val)
26.7FID
19
MS COCO B0-C10 protocol official (val)
83.1mAP (Last)
19
MS COCO (test-dev)
81.1AP
19
MS-COCO 10-shot (test)
34AP
19
MS-COCO 117K train 5K (val)
27.7mAP
19
MS-COCO 20 novel classes
16.4AP (IoU 0.5:0.95)
19
MS-COCO Standard 10% 2017 (val)
35.3AP50:95
19