COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
COCO 1% labeled 2017 (val train)
30.5mAP
30
COCO
78.2mAP
30
COCO
78.9AP
30
COCO-SP
38.95Macro F1 Score
29
COCO 1849 labels (1/64)
60.4mIoU
29
COCO Count (test)
0.34mRMSE
29
COCO Things
54.4mIoU
28
OV-COCO (test)
47.1AP50 (Novel)
28
COCO
53CS
28
COCO (test)
4,610R@1
28
COCO
45.9AP^m
28
COCO (val)
90.4Recall@5
28
COCO standard 5% labeled 2017 (train)
34.45mAP
28
COCO Caption
88R@1
28
COCO (test)
76.4AP
28
MS COCO novel classes val5k (minival)
16.6AP
28
COCO
1HMS_med
27
COCO
98HMSmean
27
COCO
40.8mBOi
27
COCO-LN 500 (test)
49.06CAPTURE
27
COCO
62.63Recall@1
27
COCO 20k
57.5CorLoc
27
COCO (test)
154.9CIDEr
27
COCO-EA
94mR
26
COCO
36.7mBOi
26