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ResearchFormerly WizWand

COCO

Benchmarks

TaskDatasetSOTA resultTrendResults
Object Detection
COCO 2017 (val)
64.6AP
Object Detection on COCO 2017 (val) performance trend
2,930
Instance Segmentation
COCO 2017 (val)
50.3APm
Instance Segmentation on COCO 2017 (val) performance trend
1,304
Object Detection
COCO (test-dev)
66mAP
Object Detection on COCO (test-dev) performance trend
1,239
Object Detection
COCO (val)
68.3mAP
Object Detection on COCO (val) performance trend
637
Object Detection
COCO v2017 (test-dev)
65.4mAP
Object Detection on COCO v2017 (test-dev) performance trend
499
Pose Estimation
COCO (val)
79.6AP
Pose Estimation on COCO (val) performance trend
319
Instance Segmentation
COCO 2017 (test-dev)
53AP (Overall)
Instance Segmentation on COCO 2017 (test-dev) performance trend
253
Object Detection
COCO
73.2AP50 (Box)
Object Detection on COCO (AP^b, AP^b_50, AP^b_75) performance trend
237
Semantic Segmentation
COCO 20i
76.1mIoU (Mean)
Semantic Segmentation on COCO 20i (4-Fold CV mIoU) performance trend
187
Object Detection
COCO (minival)
57.6mAP
Object Detection on COCO (minival) performance trend
184