MS-COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
MS-COCO 2017 (test)
53.9AP
82
MS-COCO
154.9CIDEr
81
MS-COCO 2014 (test)
91.3mAP
81
MS-COCO online (test)
42.5BLEU-4 (c5)
76
MS-COCO
5.109Ave Aes
72
MS-COCO 1K (test)
91.2R@1
69
MS COCO
31.58CLIP Score
68
MS-COCO
50.8AP
65
MS COCO zero-shot
6.95FID
64
MS-COCO 256x256 (val)
5.4FID
64
MS COCO Karpathy 1k (test)
84R@1
62
MS-COCO (val)
92.2mAP
61
MS-COCO 1K
65.1R@1
56
MS COCO (Karpathy)
140.9CIDEr-D
56
MS COCO 2015 (test-dev)
57.8AP @ IoU=0.50 (Overall)
54
MS-COCO 1k (test)
64.7R@1
53
MS-COCO 5K
0.723R@1
52
MS COCO small objects (val)
65.3AP@0.5
50
MS COCO 2017 (minival)
46.7AP
50
MS-COCO zero-shot 512 x 512 Stable Diffusion v3.5
0.263CLIP Score
48
MS-COCO 512x512 with Stable Diffusion (val)
11.02FID
48
MS COCO 2014 2017 (val)
53.1AP Mask @ IoU=0.75
46
MS-COCO 5K
54.1R@1
45
MS-COCO
23nAP
45
MS-COCO 2017 (val)
75.8AP
44