Infrared Small-Target Detection on SIRST 3 benchmark leaderboard · SOTA2 Research

Infrared Small-Target Detection on SIRST 3

86.16mIoUMSDANet

Evaluation Results

Method	Links
MSDANet2026.05		86.16	86.13	97.01	11.04
DNANet2026.05		85.49	86.22	96.88	8.14
UIUNet2026.05		85.21	85.73	97.01	11.86
GGLNet2026.05		84.08	85.38	97.61	8.58
ALCLNet2026.05		82.12	82.57	96.15	13.36
MLCLNet2026.05		81.04	83.56	95.95	14.07
ISNet2026.05		74.38	76.34	93.29	28.1
UIUNet2026.05		73.65	75.6	96.31	15.4
ALCLNet2026.05		73.28	73.3	95.44	16.35
GGLNet2026.05		71.73	75.35	95.04	16.23
MSDANet2026.05		71.41	73.16	94.37	12.71
DNANet2026.05		71.08	74.65	95.24	15.16
UIUNet2026.05		70.3	71.95	94.48	25.29
MLCLNet2026.05		69.95	72.61	94.57	11.12
UIUNet2026.05		69.27	71.07	94.81	37.6
MSDANet2026.05		67.38	69.88	93.82	37.35
GGLNet2026.05		67.16	70.42	94.95	27.19
DNANet2026.05		67.07	69.29	94.22	33.03
GGLNet2026.05		66.93	68.64	93.15	26.02
DNANet2026.05		66.13	70.37	94.76	21.38
ISNet2026.05		65.83	69.39	91.02	19.29
MLCLNet2026.05		65.16	67.95	96.22	30.53
MLCLNet2026.05		64.17	68.48	94.85	18.26
ALCLNet2026.05		63.27	65.7	91.89	47.19
MSDANet2026.05		63.27	68.68	94.15	23.29
ISNet2026.05		62.4	64.07	90.42	45.53
ALCLNet2026.05		60.26	64.67	91.89	35.34
ISNet2026.05		53.59	58.42	86.11	35.57
GGLNet2026.05		40.89	50.95	74.42	33.34
UIUNet2026.05		39.38	50.2	75.81	33.43
MSDANet2026.05		39.03	49.84	82.86	25.58
DNANet2026.05		36.98	47.59	86.84	28.97
MLCLNet2026.05		35.02	44.81	69.5	28.22
ISNet2026.05		32.22	44.2	77.94	36.98
ALCLNet2026.05		30.59	43.91	70.3	34.36