Segmentation on NUAA-SIRST
78.75mIoUMSHNet + NS-FPN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MSHNet + NS-FPNType=Deep Learning2025.08 | 78.75 | 100 | 1.6 | |
| SFCANetType=Deep Learning2025.08 | 78.46 | 97.24 | 8.02 | |
| SCTransNetType=Deep Learning2025.08 | 77.09 | 98.17 | 15.26 | |
| PConvType=Deep Learning2025.08 | 76.25 | 99.08 | 6.74 | |
| IRPruneDetType=Deep Learning2025.08 | 75.12 | 98.61 | 2.96 | |
| MSHNetType=Deep Learning2025.08 | 74.6 | 99.08 | 17.21 | |
| DNANetType=Deep Learning2025.08 | 74.31 | 98.17 | 15.97 | |
| ISNetType=Deep Learning2025.08 | 74.16 | 97.99 | 8.35 | |
| HCFNetType=Deep Learning2025.08 | 72.74 | 98.17 | 6.21 | |
| UIUNetType=Deep Learning2025.08 | 72.69 | 99.08 | 26.61 | |
| IRSAMType=Deep Learning2025.08 | 71.44 | 92.66 | 7.53 | |
| ACMNetType=Deep Learning2025.08 | 70.77 | 93.08 | 3.7 | |
| IPIType=Low Rank2025.08 | 25.67 | 85.55 | 11.47 | |
| RIPTType=Low Rank2025.08 | 11.05 | 79.08 | 22.61 | |
| Top-HatType=Filtering2025.08 | 7.14 | 79.84 | 1,012 | |
| Max-MedianType=Filtering2025.08 | 4.17 | 69.2 | 55.33 | |
| WSLCMType=Local Contrast2025.08 | 1.16 | 77.95 | 5,446 | |
| TLLCMType=Local Contrast2025.08 | 1.03 | 79.09 | 5,899 |