COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO-Object with background class (val)
35.4mIoU
23
COCO 2017 (val)
82.9Accuracy
23
COCO 20^i (cross-validation)
54.7Mean Score
23
COCO (test)
51.9PQ
23
COCO keypoint (val)
75.5AP
23
COCO (train vs Non-training)
87.2AUC
22
COCO RGBP seen scenes (test)
127.58CIDEr
22
COCO (test)
60Recall@1
22
COCO (test)
72.7R@1
22
COCO 2017 (test)
1.16CIDEr
22
COCO
12.55AP (New classes)
22
COCO Caption
57.99OKVQA
22
COCO-20
48.7mIoU
22
COCO
47.8CHAIRs
21
COCO
72.9Clean Accuracy
21
COCO
68.4AP
21
COCO
40.57PSNR
21
COCO Long-Tailed (test)
66.19mAP Total
21
COCO
0.772AP
21
MS-COCO zero-shot FID-30k 256x256
6.61FID
21
COCO 2017 (train/val)
36.9AP (Mask)
21
COCO 100% spurious correlation
77.9Average Score
20
Coco
100AUC
20
COCO (val)
49.2Relevance Rank
20
COCO-80
98Accuracy (%)
20