COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
COCO
59.2mAP
183
COCO 2017 (test-dev)
78.3AP
180
COCO
55Average Attribution F1
178
COCO-20i
75.8mIoU
178
COCO 20^i (test)
60mIoU
174
COCO (test-dev)
56.2PQ
162
COCO
70.2Recall@1
161
COCO
85.4R@1
152
COCO Object
64.65mIoU
147
COCO
61.9mAP
137
COCO mini (val)
62.5AP
132
COCO
154.9CIDEr
130
MS-COCO (test)
80.6R@1
127
COCO 2017 (val)
33.6PSNR
123
COCO
67.4mIoU
119
COCO
68Score
106
COCO
5.74FID
104
COCO (test-dev)
79.2AP
101
COCO Object (val)
0.676mIoU
101
COCO 2017 (test-dev)
78.1AP
99
COCO
99Bit Accuracy
98
COCO 5-shot 20i
58.9mIoU
98
MSCOCO (1K test)
85.4R@1
96
COCO 20i 1-shot
53.9mIoU (Overall)
93
COCO Stuff-27 (val)
2,820mIoU
92