Infrared Small Target Detection

Benchmarks

Dataset Name	SOTA Method	Metric
IRSTD-1K	InfMAE	Pd96.9	56	4d ago
IRSTD-1k (800:201) (test)	UIU-Net	IoU72.44	42	4d ago
NUDT-SIRST 663:664 (test)	MSDA-Net + FDEP Framework	IoU96.5	42	4d ago
NUAA-SIRST (213:214) (test)	DNA-Net	IoU80.36	42	4d ago
IRSTD-1K (test)	DCCS-Det	IoU69.64	38	4d ago
SIRST Aug	MDAFNet	IoU75.6	27	4d ago
NUAA-SIRST	MDAFNet	IoU79.42	27	4d ago
NUDT-SIRST (test)	DNA-Net	mIoU87.42	27	4d ago
IRSatVideo-LEO (test)	FeedbackSTS-Det-T2	mIoU43.5	25	4d ago
NUDT-MIRSDT (test)	FeedbackSTS-Det-T2	mIoU52.24	25	4d ago
Average (SIRST, NUDT-SIRST, IRSTD-1K) Combined (test)	DNA-Net	mIoU75.67	24	4d ago
SIRST (test)	DNA-Net	IoU76.86	24	4d ago
NUAA-SIRST	TAPM-Net	IoU81.94	20	4d ago
SIRST3 (test)	MSDA-Net + FDEP w/o CO-ISD	IoU84.71	18	4d ago
NUDT-SIRST	DNA-Net	IoU87.42	18	4d ago
SIRST	DNA-Net	IoU76.86	18	4d ago
NUAA-SIRST (test)	PConv	Precision97.1	11	4d ago
NUAA-SIRST	GGL-Net	IoU81.4	9	4d ago
NUDT-SIRST (7:3)	GGL-Net	IoU94	9	4d ago
NUDT-SIRST 1:1	GGL-Net	IoU92.3	9	4d ago
NUAA-SIRST	PConv	Precision97.1	9	4d ago
IRSTD-1K SNR < 5 (test)	DCCS-Det	IoU62.95	8	4d ago
IRSTD-1K (SNR < 4) (test)	DCCS-Det	IoU60.49	8	4d ago
IRSTD-1K SNR < 3 (test)	DCCS-Det	IoU53.36	8	4d ago
Sequence 6	RIPT	AUC (D, F)98.48	7	3d ago

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