Table 2 Table of results of running MS COCO and HIT-UAV in the POP dataset.

From: An infrared dataset for partially occluded person detection in complex environment for search and rescue

Model name

Training set

Validation set

Test set

mAP@0.5

mAP@0.5:0.95

Precision

Recall

YOLO-COCO-COCO

COCO

COCO

COCO

0.83

0.6

0.82

0.73

YOLO-COCO-POP

POP

0.06 (−0.77)

0.04 (−0.56)

0.05 (−0.77)

0.12 (−0.61)

YOLO-HIT-HIT

HIT-UAV

HIT-UAV

HIT-UAV

0.94

0.54

0.9

0.89

YOLO-HIT-POP

POP

0.32 (−0.62)

0.16 (−0.36)

0.44 (−0.46)

0.32 (−0.57)

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