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ResearchFormerly WizWand

Infrared Small Target Detection on NUDT-MIRSDT SNR ≤ 3

95.84PdDeepPro
-3.833622.043247.9273.7968Jun 15, 2025
Updated 7mo ago

Evaluation results

MethodLinks
DeepProProcessing Type=MF, Method Category=Deep-Learning, #Params (M)=0.197, FPS=184.552025.0695.840.52
STDMANetProcessing Type=MF, Method Category=Deep-Learning, #Params (M)=47.518, FPS=18.662025.0692.822.88
Res-U+DTUMProcessing Type=MF, Method Category=Deep-Learning, #Params (M)=1.193, FPS=62.652025.0691.682.37
DQAlignerProcessing Type=MF, Method Category=Deep-Learning, #Params (M)=2.410, FPS=10.012025.0681.290.37
Res-U+RFRProcessing Type=MF, Method Category=Deep-Learning, #Params (M)=4.096, FPS=102.882025.0679.394.15
SRSTTProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=0.062025.0669.946.12
4D-TRProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=0.362025.0655.772.55
4DST-BTMDProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=26.092025.0641.5823.45
AGPCNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=49.442, FPS=24.132025.0631.76176.38
RPCANetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=2.720, FPS=31.472025.0630.0681.21
4D-TTProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=10.822025.0624.951.67
DNA-NetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=18.787, FPS=29.872025.0623.7419.23
SCTransNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=45.304, FPS=20.072025.0623.63122.24
ISNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=4.363, FPS=52.252025.0617.968.53
ILNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=6.322, FPS=36.822025.0617.3955.89
Res-UNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=3.656, FPS=222.852025.0615.8330.32
UIUNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=202.152, FPS=12.462025.0615.1217.46
ACMProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=1.592, FPS=171.312025.067.7522.88
STRL-LBCMProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=0.872025.065.4885.53
MSLSTIPTProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=0.172025.064.1621.7
ALCNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=3.457, FPS=142.512025.063.9737.1
MSHNetProcessing Type=SF, Method Category=Deep-Learning, #Params (M)=16.262, FPS=69.352025.062.4678.07
NFTDGSTVProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=0.582025.061.5132.31
IMNN-LWECProcessing Type=MF, Method Category=Traditional, #Params (M)=-, FPS=30.312025.0607.22