MS-COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS COCO novel classes val5k (minival)
18.34AP
26
MS-COCO
92.6Insertion
25
MS-COCO (val)
76.8F1 (C)
25
MS-COCO Natural
100AUC
24
MS COCO IR
68.44Score
24
MS COCO VIS
85.68Score
24
MS COCO Unified Multi-task (test)
36.5VQA Score
24
MS-COCO 512x512 (val)
11.54FID
24
MS-COCO 512 x 512 1.5
11.54FID
24
MS-COCO 1K (test)
84.9Image-to-Text R@1
24
MS-COCO 1,000 images subset 2014 2017 (val)
0.722SentenceBERT Score
24
MS-COCO B0-C5
83.1Last mAP
24
MS-COCO B20-C4
83.1mAP (Last)
24
MS-COCO 10k (test)
21.32FID
24
MS-COCO
28.1HM
24
MS-COCO (test)
93.54mAP
24
MS-COCO (val)
962PQ
24
MS-COCO 2014 (test)
75.3F1 Score (Top-3)
24
MS-COCO (test)
83.7mAP
24
MS-COCO Karpathy 2014 (test)
41.3BLEU-4
24
MS COCO (500 random samples)
54.4Cs Score
23
MS-COCO 256x256 2017 (val)
32.48PSNR
23
MS-COCO 5K prompts 2014 (val)
27.49FID
23
MS COCO subset (test)
22FFP
23
MS-COCO 2014 (minival)
38.1mAP
23