MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO 30k (val)
8.53FID (30k)
5
MS-COCO 50k descriptions randomly selected (train)
7.27FID
5
MS COCO
75.7AP
5
MS-COCO 5-way (test)
10SPE
5
MS COCO 250 images (test)
621Q1 Count (No)
5
MS-COCO 65/15 base/novel
27.4ZSD AP50
5
MS-COCO Standard 0.5% 2017 (val)
18.54AP50:95
5
MS-COCO
51.58Comp@1
4
MS-COCO Objects 2017 (val)
31.92Top-1 Accuracy
4
MS-COCO 5K full set (test)
78.5R@1
4
MS-COCO 2014 (test)
0.26CLIP Score
4
MS-COCO 5% 2014 (test val)
25.5CLIP Similarity (CLIP)
4
MS COCO
12L-bar Score
4
MS-COCO (test)
37.22PSNR
4
MS-COCO 1024 × 1024
55.65IS
4
MS-COCO filtered 1,770 images (test)
55.59FID
4
MS-COCO SD1.5
16.71FID (10k)
4
MS-COCO
16.1PSNR
4
MS-COCO Hindi
57BLEU-1
4
MS-COCO (test)
0.872DINO Score
4
MS-COCO 2017 (test)
13.76FID
4
MS COCO 1% labeled data 2017 (val)
14.58AP
4
MS COCO 2014 (cross-validation)
9.23Fold 0 Novel mIoU
4
MS-COCO
81.5IoU@10%
4
MS-COCO 10-way (meta-testing)
30SPE
4