Infrared Small Target Detection on NUDT-SIRST (IoU, nIoU, F-measure, Pd, Fa)
95.61IoULoHGNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LoHGNet2026.05 | 95.61 | 95.5 | 97.67 | 99.26 | 1.609 | |
| HaarTransNet2026.05 | 93.85 | 94.34 | 96.72 | 99.05 | 2.942 | |
| UIU-Net2026.05 | 93.48 | 93.89 | 96.63 | 98.31 | 7.79 | |
| SCTransNet2026.05 | 93.08 | 93.79 | 96.32 | 98.94 | 7.17 | |
| AGPCNet2026.05 | 90.22 | 91.65 | 94.86 | 99.15 | 5.171 | |
| GCLNet2026.05 | 87.71 | 87.47 | 93.45 | 97.67 | 5.791 | |
| SeRankDet2026.05 | 85.21 | 88.27 | 92.16 | 98.36 | 3.544 | |
| DNA-Net2026.05 | 84.81 | 85.59 | 91.77 | 98.52 | 5.814 | |
| HDNet2026.05 | 83.81 | 84.93 | 91.19 | 98.1 | 9.675 | |
| RDIAN2026.05 | 83.06 | 83.28 | 90.75 | 97.78 | 14.59 | |
| ISNet2026.05 | 72.06 | 73.75 | 83.76 | 94.18 | 30.54 | |
| MTU-Net2026.05 | 71.18 | 70.39 | 84 | 95.77 | 25.3 | |
| ALC-Net2026.05 | 71.08 | 73.83 | 83.07 | 97.14 | 11.74 | |
| ACM2026.05 | 69 | 71.61 | 81.58 | 97.25 | 15.97 | |
| Top-Hat2026.05 | 20.72 | 28.98 | 33.52 | 78.41 | 166.7 | |
| IPI2026.05 | 17.76 | 15.42 | 26.94 | 74.49 | 41.23 | |
| PSTNN2026.05 | 14.85 | 23.57 | 35.63 | 66.13 | 44.17 | |
| MSLSTIPT2026.05 | 8.342 | 10.06 | 18.26 | 47.4 | 888.1 | |
| Max-Median2026.05 | 4.197 | 3.674 | 7.635 | 58.41 | 36.89 | |
| WSLCM2026.05 | 2.283 | 3.865 | 5.987 | 56.82 | 1,309 | |
| TTLCM2026.05 | 2.176 | 4.315 | 7.225 | 62.01 | 1,608 |