Infrared Small Target Detection on Average (SIRST, NUDT-SIRST, IRSTD-1K) Combined (test)
75.67mIoUDNA-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DNA-NetDescription=CNN Full2023.04 | 75.67 | 96.18 | 0 | |
| UIU-NetDescription=CNN Full2023.04 | 68.97 | 95.19 | 0 | |
| ISNetDescription=CNN Full2023.04 | 67.97 | 95.3 | 0.0001 | |
| ALCNetDescription=CNN Full2023.04 | 63.91 | 91.67 | 0 | |
| ACMDescription=CNN Full2023.04 | 59.94 | 91.4 | 0 | |
| DNA-NetDescription=CNN Centroid+, supervision=centroid point supervision, equipped_with_LESPS=true2023.04 | 57.34 | 91.87 | 0 | |
| DNA-NetDescription=CNN Coarse+, supervision=coarse point supervision, equipped_with_LESPS=true2023.04 | 56.18 | 91.49 | 0 | |
| MDvsFADescription=CNN Full2023.04 | 47.52 | 88.1 | 0.0001 | |
| ALCNetDescription=CNN Coarse+, supervision=coarse point supervision, equipped_with_LESPS=true2023.04 | 47.3 | 91.98 | 0 | |
| ALCNetDescription=CNN Centroid+, supervision=centroid point supervision, equipped_with_LESPS=true2023.04 | 45.7 | 91.62 | 0.0001 | |
| ACMDescription=CNN Centroid+, supervision=centroid point supervision, equipped_with_LESPS=true2023.04 | 44.25 | 89.78 | 0 | |
| ACMDescription=CNN Coarse+, supervision=coarse point supervision, equipped_with_LESPS=true2023.04 | 42.94 | 87.3 | 0.0001 | |
| IPIDescription=Low Rank2023.04 | 23.78 | 80.47 | 0 | |
| PSTNNDescription=Low Rank2023.04 | 20.61 | 72.02 | 0 | |
| RIPTDescription=Low Rank2023.04 | 18.2 | 82.83 | 0.0001 | |
| RLCMDescription=Local Contrast2023.04 | 16.06 | 68.7 | 0.0001 | |
| Top-HatDescription=Filtering2023.04 | 12.64 | 77.79 | 0.0009 | |
| NRAMDescription=Low Rank2023.04 | 11.45 | 67.2 | 0 | |
| MSLSTIPTDescription=Low Rank2023.04 | 10.02 | 69.52 | 0.0012 | |
| MSPCMDescription=Local Contrast2023.04 | 7.23 | 61.53 | 0.0001 | |
| TLLCMDescription=Local Contrast2023.04 | 7.22 | 65.45 | 0 | |
| MSLCMDescription=Local Contrast2023.04 | 7.07 | 61.2 | 0 | |
| Max-MedianDescription=Filtering2023.04 | 5.12 | 64.27 | 0.0001 | |
| WSLCMDescription=Local Contrast2023.04 | 0.91 | 74.82 | 0.0338 |