Infrared Small Target Detection

Benchmarks

Dataset Name	SOTA Method	Metric
IRSTD-1K	InfMAE	Pd96.9	211	1mo ago
NUDT-SIRST	Na-IRSTD	IoU97.45	108	1mo ago
SIRST Aug	FSGNet	IoU75.69	55	18d ago
SIRST3 (test)	MSDA-Net + FDEP w/o CO-ISD	IoU84.71	53	2mo ago
IRSTD-1k (800:201) (test)	UIU-Net	IoU72.44	42	5mo ago
NUDT-SIRST 663:664 (test)	MSDA-Net + FDEP Framework	IoU96.5	42	5mo ago
NUAA-SIRST (213:214) (test)	DNA-Net	IoU80.36	42	5mo ago
IRDST Dynamic Scenes	DMRNet	mAP5079.13	39	1mo ago
ITSDT-15K Static Scenes	DMRNet	mAP5082.59	39	1mo ago
IRSTD-1K (test)	DCCS-Det	IoU69.64	38	1mo ago
NUAA-SIRST	TAPM-Net	IoU81.94	37	4mo ago
SIRST 3	MSDANet	mIoU86.16	35	2mo ago
SIRST3 Camouflaged partition	DNANet (Full)	IoU85.28	35	2mo ago
SIRST3 Faint partition	SCTransNet (Full)	IoU75.01	35	2mo ago
SIRST3 Filamentary partition	MSHNet (Full)	IoU (%)80.6	35	2mo ago
SIRST3 Salient partition	DNANet (Full)	IoU84.66	35	2mo ago
NUDT-SIRST to NUAA-SIRST	S2CP-SCTransNet	IoU66.25	31	3mo ago
NUDT-SIRST to IRSTD-1K	S2CP-SCTransNet	IoU53.76	31	3mo ago
SIRST v1	UIUNet	IoU80.03	30	2mo ago
IRDST	DMRNet	mAP5087.75	30	1mo ago
NUAA-SIRST to IRSTD-1K	S2CP-MSHNet	mIoU72.78	30	3mo ago
NUAA-SIRST	MDAFNet	IoU79.42	27	5mo ago
NUDT-SIRST (test)	DNA-Net	mIoU87.42	27	5mo ago
IRDST-H	DMRNet	mAP5096.2	25	1mo ago
IRSatVideo-LEO (test)	FeedbackSTS-Det-T2	mIoU43.5	25	5mo ago

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