Infrared Small Object Detection on SIRST3 (test) benchmark leaderboard · SOTA2 Research

Infrared Small Object Detection on SIRST3 (test)

83.52mIoUMSDA-Net

Evaluation Results

Method	Links
MSDA-Net2025.12		83.52	86.44	97.61	20.824
UIUNet2025.12		81.64	84.56	97.21	13.838
DNANet2025.12		81.56	85.12	96.15	10.417
GGL-Net2025.12		80.89	84.16	97.54	13.296
MLCL-Net2025.12		79.79	82.97	95.81	15.598
UIUNet2025.12		74.01	77.2	96.68	22.548
DNANet2025.12		73.34	76.98	95.95	27.531
MSDA-Net2025.12		73.28	76.28	96.01	25.004
MLCL-Net2025.12		71.24	75	95.95	32.839
ALCL-Net2025.12		70.84	73.92	94.68	21.402
GGL-Net2025.12		70.55	73.84	95.55	28.091
ALCL-Net2025.12		69.22	70.59	93.49	36.973
MSDA-Net2025.12		68.01	70.74	96.21	30.654
ALCNet2025.12		64.35	66.22	93.02	30.97
DNANet2025.12		64.31	70.33	95.02	12.366
MLCL-Net2025.12		64.28	69.55	94.95	24.652
ALCL-Net2025.12		63.61	67.97	95.15	21.438
GGL-Net2025.12		63.57	69.58	94.49	16.844
ACM2025.12		62.52	62.36	93.09	32.27
ALCNet2025.12		61.78	64.1	96.01	49.457
ACM2025.12		56.9	54.37	92.89	28.641
ACM2025.12		50.4	51.71	92.29	30.338
ALCNet2025.12		43.91	48.44	87.51	18.243
UIUNet2025.12		37.24	39.02	71.5	32.099