COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO Lighting variant
81.1mIoU
5
COCO (clean)
81.4mIoU
5
MS-COCO (test)
28.21FID
5
COCO
47.24F1-std
5
COCO
90.8Derain Score
5
COCO-SP
51.2AFR
5
COCO
53.2AP50 (Box)
5
COCO
42.1AP (Novel)
5
COCO Separated
40.01Top-1 Acc
5
Occluded COCO
45.06Top-1 Accuracy
5
COCO
59.43mAP
5
MS COCO Clock
73.73Peak Normalized Delta IoU
5
MS COCO Cat
24.6Peak Normalized Δ IoU
5
MS COCO Baseball bat
65.7Peak Normalized Δ IoU
5
COCO
0Failure Rate (FR)
5
COCO 600 images subset 2017 (val)
28.59BLEU
5
CoCo Seemingly Toxic
98Compliance Rate (Keyword Filter)
5
COCO 13 2017 (val)
19.1PDQ
5
COCO 2017
87.4Pixel Accuracy
5
COCO 10% sampling ratio
24.69AP^B
5
COCO 2% sampling ratio
6.46AP (Box)
5
COCO Localized Narratives (test)
0.163LBM (k=0)
5
COCO Caption
39.6BLEU-4
5
COCO
63.75GPS AP
5
MS-COCO (user study)
47Imperceptibility (%)
5