COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO 2017 (val)
64.6AP
2,930
COCO 2017 (val)
50.3APm
1,304
COCO (test-dev)
66mAP
1,239
COCO (val)
68.3mAP
637
COCO (val)
55APmk
520
COCO v2017 (test-dev)
65.4mAP
499
COCO (test-dev)
81.1AP
432
COCO 2017 (val)
79.3AP
393
COCO (test-dev)
58.4APM
380
COCO 2017
62.6AP (Box)
348
MS-COCO 5K (test)
85.4R@1
324
COCO (val)
79.6AP
319
COCO 2014 (val)
61.8mIoU
304
COCO
54.8APmask
301
COCO 2017 (test-dev)
53AP (Overall)
253
COCO
73.2AP50 (Box)
237
COCO 2017
53APm
236
COCO (val)
59.5PQ
223
MS COCO
73.3AP50
208
COCO 20i
76.1mIoU (Mean)
187
COCO 2017 (val)
59.9PQ
187
COCO
58.7AP (Box)
186
OV-COCO
2,940AP50 (Novel)
185
COCO (val)
90.5mIoU
185
COCO (minival)
57.6mAP
184