MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO (test)
68Inference Time (s/image)
11
MS-COCO (test)
23Inference Time (s/image)
11
MS-COCO (test)
45Inference Time (s/image)
11
MS-COCO
92.2Insertion Score
11
MS-COCO 2017 (val)
22R@1 (I2T)
11
MS-COCO 2017 (val)
21.7R@1 (T2I)
11
MS-COCO Task 4
59.4mAP@A
11
MS COCO (test)
93.9FGSM Detection Rate
11
MS-COCO fine-tuned
66.7R@1
11
MS-COCO fine-tuned
83.7R@1
11
MS-COCO standard
25.4AP50:95 (IoU 1%)
11
MS-COCO CxC annotations 5k (test)
0.74Spearman's R (Avg)
11
MS-COCO Standard 5% 2017 (val)
28.52AP50:95
11
MS COCO M2 (system-level)
0.993Pearson r
11
MS COCO M1 (system-level)
0.986Pearson r
11
MS-COCO (65/15)
62.3Recall@100 (IoU=0.5)
11
MS COCO (test)
37.8AP (Mask)
11
MS-COCO 2014 (test)
24.76IS
11
MS-COCO (val)
47.8Top-1 Accuracy
10
MS COCO short-caption (test)
25.04Recall@1
10
MS-COCO
122Runtime (s/img)
10
MS-COCO
89Runtime (s/img)
10
MS-COCO
24.29PSNR
10
MS-COCO
25.86PSNR
10
MS-COCO (test)
89Inference Time (s/image)
10