COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MS-COCO 4-task protocol strict mAP@[.5:.95]
48.1mAP@C (Task 1)
3
COCO 2017 (val)
16.99FID
3
COCO Karpathy (test)
25.63CLIP-T
3
COCO POPE (test)
93.48F1 Score
3
COCO 2017
73.2Recall@1
3
COCO 2017
73.082mAP
3
COCO Blended-Text
79.9Clean Accuracy
3
COCO BadNet-Stripes
80.5Clean Accuracy
3
COCO
27.2BLEU@4
3
COCO 20i
57.6mIoU
3
COCO 2017 (val)
14MSE
3
COCO Caption
128.5CIDEr
3
COCO-OOD Ukiyo-e (Body)
66.1AP
3
COCO-OOD Monet (Body)
64AP
3
COCO-OOD Ukiyoe Wholebody (val)
49.8Left Hand AP
3
COCO-OOD-Corruption Wholebody (val)
57.6Left Hand AP
3
COCO-OOD-Ukiyoe Wholebody (val)
62.2Body AP
3
COCO prompts JPEG50 (test)
88.87Accuracy
3
COCO prompts JPEG70 (test)
92.72Accuracy
3
COCO prompts JPEG90 (test)
96.83Accuracy
3
COCO prompts TIFF16 (test)
98.76Accuracy
3
COCO prompts TIFF32 (test)
98.77Accuracy
3
COCO-10k
34.42FID
3
COCO OVD (48 base 17 novel)
36.3mAP (Novel)
3
COCO reversed input/output mapping (transductive)
89Win-rate
3