MS-COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
MS-COCO 1% labeled protocol
23.86mAP
33
MS-COCO 10K
21.32FID
32
MS-COCO 2014 (val)
57CS
32
MS-COCO 2017 (val)
55.6Box AP
32
MS-COCO
71.93t-MAP
32
MS-COCO
38.72Insertion Score (Class)
30
MS-COCO 2017 (val)
21.9Novel AP
30
MS-COCO 1K
78.3R@1
29
MS-COCO 1K (5-folds) (test)
71.8R@1
29
MS-COCO 1K (5-folds) (test)
85.8Recall@1
29
MS-COCO (minival)
63.8AP
29
MS-COCO Stable Diffusion v1.5 (test)
10.83FID
28
MS-COCO 5K (test)
472.1RSum (Composite Score)
28
MS-COCO 2014 (B0-C10)
84Avg. mAP
28
MS-COCO
26.55CS Score
28
MS-COCO
41.81PSNR
28
MS COCO 50 random prompts
0.958CLIP Similarity
28
MS COCO Karpathy (test)
47.3Recall@1
27
MS COCO image captioning (test)
88Precision
27
MS-COCO 2014 (B40-C10)
84.1Average mAP
27
MS-COCO
99.74ASR
27
MS-COCO 20 novel VOC classes
22.6AP
27
MS-COCO 2017 (val)
59.4Base Avg AP50
27
MS COCO 2014 (val)
41.5mIoU
27
MS-COCO
24.5mAP
26