MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO prompts 2014 (test)
31.57CLIPScore
10
MS COCO Jigsaw
70.5Pass@1
10
MS-COCO 30K samples
13.42FID
10
MS-COCO (train)
0.001Mean IAUC
10
MS COCO (test-dev)
40.8mAP
10
MS COCO (val)
44.1F1 (K=3)
10
MS COCO
38.9ARI
10
MS-COCO
85mAP
10
MS COCO
0FID
10
MS COCO 2014 (val)
10.1CHAIRi
10
MS-COCO (val)
103CIDEr
10
MS-COCO Single Positive Label
76.4mAP
10
MS-COCO 2014 (val)
78.7mAP@0.10
10
MS-COCO 1k (test)
77.5R@1
10
MS-COCO Mislocalization failure cases (test)
78.7Insertion Score
9
MS-COCO Misclassification failure cases (test)
73.8Insertion (Ins)
9
MS COCO Karpathy's split (val)
12.5Deletion @1
9
MS-COCO Mini
26.8mAP
9
MS-COCO 40+40 split
43.8AP
9
MS-COCO Task 3
65.7mAP@P
9
MS-COCO Task 2
77.2mAP@P
9
MS-COCO Task 1
79.1mAP@C
9
MS-COCO
26.32CS
9
MS-COCO English
9.7BLEU@4
9
MS-COCO Constrained (novel)
35.9mAP50
9