Infrared Small-Target Detection on SIRST v1 benchmark leaderboard · SOTA2 Research

Infrared Small-Target Detection on SIRST v1

80.03IoUUIUNet

Evaluation Results

Method	Links
UIUNet2026.05		80.03	78.99	94.68	9.12
DNANet2026.05		77.95	80.35	96.58	22.23
DNANet2026.05		77.55	77.76	94.3	11.66
MSDANet2026.05		76.33	73.79	100	3.77
MSDANet2026.05		75.82	76.49	95.06	38.49
ALCLNet2026.05		75.65	75.91	96.2	24.9
ALCLNet2026.05		75.62	71.93	98.15	2.51
DNANet2026.05		75.49	72.94	99.07	8.08
ALCLNet2026.05		74.34	72.92	98.15	13.82
UIUNet2026.05		73	74.59	100	11.49
ALCLNet2026.05		72.57	72.66	94.68	30.39
UIUNet2026.05		71.85	69.55	99.07	11.31
ALCLNet2026.05		71.8	71.71	95.06	33.07
MSDANet2026.05		71.23	72.35	92.02	31.83
UIUNet2026.05		71.01	68.87	90.11	22.91
DNANet2026.05		69.61	72.21	96.96	24.08
MLCLNet2026.05		69.01	75.37	92.78	62.56
DNANet2026.05		68.27	73.49	96.3	14.9
MLCLNet2026.05		65.7	69.39	92.59	7.9
MLCLNet2026.05		64.83	68.17	89.92	40.41
DNANet2026.05		64.83	65.94	92.78	30.87
UIUNet2026.05		63.98	62.39	92.02	28.95
MLCLNet2026.05		63.48	68.41	92.02	22.43
MSDANet2026.05		63.27	66.92	93.92	29.64
ALCLNet2026.05		60.49	62.48	86.69	43.63
DNANet2026.05		54.39	61.13	89.35	30.18
MSDANet2026.05		48.69	55.86	82.89	32.12
UIUNet2026.05		46.82	55.18	78.71	26.4
MLCLNet2026.05		44.93	52.68	77.95	33.79
ALCLNet2026.05		39.85	43.16	73.76	35.37