Infrared Small Target Detection on ITSDT-15K Static Scenes benchmark leaderboard · SOTA2 Research

Infrared Small Target Detection on ITSDT-15K Static Scenes

82.59mAP50DMRNet

Evaluation Results

Method	Links
DMRNet2026.06		82.59	89.58	93.98	91.72
CoMoE2026.06		80.4	88.15	92.98	90.5
SeVIL2026.06		80.18	88.96	91.46	90.2
MoPKL2026.06		79.78	93.29	86.8	89.92
S2MVP2026.06		78.17	88.49	88.88	88.69
ST-Adapter2026.06		78.1	93.4	84.73	88.85
TMP2026.06		77.5	90.65	86.89	88.73
STMENet2026.06		77.33	92.42	84.35	88.21
Hyper-YOLO2026.06		77.12	89.47	61.15	72.64
NS-FPN2026.06		77.12	88.76	86.31	88.18
SSTNet2026.06		76.96	91.05	85.29	88.07
DST-Adapter2026.06		76.8	90.87	85.36	88.03
Tridos2026.06		76.72	91.81	84.63	88.07
PConv2026.06		76.02	89.96	85.18	87.5
ST-Trans2026.06		76.02	89.96	85.18	87.5
BeltCrack2026.06		74.9	89.67	84.82	87.18
HR-SemNet2026.06		74.47	73	77.5	75.2
CHAL2026.06		74.4	89.38	84.35	86.79
EMIP2026.06		73.5	91.22	81.05	85.83
YOLOX2026.06		71.95	83.43	87.35	85.34
DNANet2026.06		70.46	88.55	80.73	84.46
RDIAN2026.06		68.49	90.56	76.06	82.68
TROI2026.06		68.14	91	75.36	82.45
DTUM2026.06		67.97	77.95	88.28	82.79
AGPCNet2026.06		67.27	91.19	74.77	82.16
L2SKNet2026.06		66.07	90.75	73.72	81.35
UIUNet2026.06		65.15	84.07	78.39	81.13
TransVOD2026.06		63.59	88.37	70.34	78.3
ISNet2026.06		62.29	83.46	75.32	79.18
RPCANet2026.06		62.28	81.46	77.1	79.22
SIRST5K2026.06		61.52	86.95	71.32	78.36
MSHNet2026.06		60.82	89.69	68.44	77.64
MISTNet2026.06		57.2	79.84	72.5	75.99
RT-DETR2026.06		57.17	77.15	55.01	64.22
ACM2026.06		55.38	78.37	71.69	74.88
YOLOH2026.06		54.99	79.98	69.67	74.47
MLPNet2026.06		53.76	74.06	73.19	73.63
MFENet2026.06		50.7	82.11	62.7	71.1
ADSUNet2026.06		46.55	70.79	66.17	68.4