Infrared Small Target Detection on NUAA-SIRST (IoU, nIoU, F-measure, Pd, Fa)
77.26IoULoHGNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LoHGNet2026.05 | 77.26 | 79.92 | 86.8 | 96.58 | 0 | |
| GCLNet2026.05 | 76.34 | 78.81 | 86.61 | 95.23 | 0 | |
| SeRankDet2026.05 | 76.07 | 75.53 | 86.44 | 96.2 | 0 | |
| UIU-Net2026.05 | 75.74 | 77.47 | 86.2 | 96.19 | 0 | |
| SCTransNet2026.05 | 75.72 | 77.33 | 86.05 | 96.58 | 0 | |
| HDNet2026.05 | 75.65 | 74.22 | 85.97 | 96.54 | 0 | |
| DNA-Net2026.05 | 75.42 | 72.58 | 85.96 | 96.2 | 0 | |
| HaarTransNet2026.05 | 75.42 | 77.26 | 86.21 | 92.86 | 0 | |
| ISNet2026.05 | 74.36 | 73.58 | 85.3 | 95.44 | 0 | |
| AGPCNet2026.05 | 74.06 | 75.77 | 85.09 | 95.06 | 0 | |
| RDIAN2026.05 | 71.44 | 75.05 | 83.34 | 94.3 | 0 | |
| ALC-Net2026.05 | 70.37 | 71.39 | 82.5 | 91.63 | 0 | |
| MTU-Net2026.05 | 69.73 | 68.2 | 83.18 | 95.44 | 0 | |
| ACM2026.05 | 68.18 | 68.83 | 81.2 | 93.54 | 0 | |
| PSTNN2026.05 | 30.3 | 33.67 | 39.16 | 72.8 | 0 | |
| IPI2026.05 | 25.67 | 50.17 | 43.65 | 84.63 | 0 | |
| MSLSTIPT2026.05 | 10.3 | 15.93 | 18.83 | 82.13 | 0.0011 | |
| Top-Hat2026.05 | 7.143 | 18.27 | 14.63 | 79.84 | 0.001 | |
| Max-Median2026.05 | 4.172 | 12.31 | 10.67 | 69.2 | 0.0001 | |
| WSLCM2026.05 | 1.158 | 6.835 | 4.812 | 77.95 | 0.0054 | |
| TTLCM2026.05 | 1.029 | 4.099 | 4.995 | 79.09 | 0.0059 |