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Papers Benchmarks Datasets Tasks

PIDRay dataset and benchmarks · SOTA2 Research

Research Datasets

PIDRay

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Object Detection

PIDray overall Average

81.3mAP50

13

Object Detection

PIDray (hidden)

67.4mAP50

13

Object Detection

PIDray (hard)

88.8mAP@50

13

Object Detection

PIDray (easy)

87.6mAP50

13

Interactive Instance Segmentation

PIDRay

47.5mIoU

7

Object Localization

PIDray (test)

18.5mAP50

7

X-ray contraband classification

PIDray

29.5F1 Score

6

Semantic Segmentation

PIDray (test)

71.23mIoU

6

Instance Segmentation

PIDRay

44.2mIoU

6

Referring Localization

PIDray

20.45cIoU

2

Segment Anything

PIDRay

14.9PAvPU

2

Popular tasks

Object Detection Instance Segmentation Semantic segmentation Object Localization Interactive Instance Segmentation

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