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Benchmarks
Infrared Small Target Segmentation on IRSTD-1k
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66.8
IoU
AA-YOLOv5-seg
33.52
42.16
50.8
59.44
Oct 6, 2025
IoU
Updated 4d ago
Evaluation Results
Method
Method
Links
IoU
AA-YOLOv5-seg
Architecture=YOLO-base...
2025.10
66.8
DATransNet
Architecture=SOTA segm...
2025.10
62.4
AGPCNet
Architecture=SOTA segm...
2025.10
62.1
DNANet
Architecture=SOTA segm...
2025.10
62.1
SIRST-5K
Architecture=SOTA segm...
2025.10
61.9
RDIAN
Architecture=SOTA segm...
2025.10
61.3
ACM
Architecture=SOTA segm...
2025.10
60.3
SCTransNet
Architecture=SOTA segm...
2025.10
60
MSHNet
Architecture=SOTA segm...
2025.10
58.4
YOLOv5-seg
Architecture=YOLO-base...
2025.10
34.8
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