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Infrared Small Target Segmentation on IRSTD-1k

66.8IoUAA-YOLOv5-seg
33.5242.1650.859.44Oct 6, 2025

Evaluation results

MethodLinks
AA-YOLOv5-segArchitecture=YOLO-based instance segmentation2025.1066.8
DATransNetArchitecture=SOTA segmentation2025.1062.4
AGPCNetArchitecture=SOTA segmentation2025.1062.1
DNANetArchitecture=SOTA segmentation2025.1062.1
SIRST-5KArchitecture=SOTA segmentation2025.1061.9
RDIANArchitecture=SOTA segmentation2025.1061.3
ACMArchitecture=SOTA segmentation2025.1060.3
SCTransNetArchitecture=SOTA segmentation2025.1060
MSHNetArchitecture=SOTA segmentation2025.1058.4
YOLOv5-segArchitecture=YOLO-based instance segmentation2025.1034.8