Table 2 Results of the comparison experiment 1.

From: SSM-based detection of rice seedling deficiency

Model

Venue

mAP50 (%)

mAP95 (%)

InternImage28

CVPR2023

76.6

33.1

Co-DETR29

ICCV2023

76.5

36.5

BRTSD30

TGRS2024

70.7

31.1

YOLOv1131

Arxiv2024

77.6

37.2

YOLO-MS32

TPAMI2025

77.1

37.0

Mamba-YOLO21

AAAI2025

35.6

15.4

Optimized Model

—

78.0

38.9

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