Segmentation on IRSTD-1k
69.29IoUMSHNet + NS-FPN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MSHNet + NS-FPNType=Deep Learning2025.08 | 69.29 | 95.24 | 8.58 | |
| SCTransNetType=Deep Learning2025.08 | 68.64 | 91.84 | 11.92 | |
| MSHNetType=Deep Learning2025.08 | 67.16 | 93.88 | 15.03 | |
| PConvType=Deep Learning2025.08 | 67.08 | 92.18 | 11.92 | |
| SFCANetType=Deep Learning2025.08 | 66.68 | 92.89 | 12.69 | |
| DNANetType=Deep Learning2025.08 | 65.71 | 91.84 | 17.61 | |
| UIUNetType=Deep Learning2025.08 | 65.06 | 91.16 | 12.68 | |
| IRSAMType=Deep Learning2025.08 | 64.65 | 90.57 | 16.61 | |
| IRPruneDetType=Deep Learning2025.08 | 64.54 | 91.74 | 16.04 | |
| HCFNetType=Deep Learning2025.08 | 64.26 | 92.86 | 23.91 | |
| ISNetType=Deep Learning2025.08 | 62.88 | 92.59 | 27.92 | |
| ACMNetType=Deep Learning2025.08 | 59.23 | 93.27 | 65.28 | |
| IPIType=Low Rank2025.08 | 27.92 | 81.37 | 16.18 | |
| RIPTType=Low Rank2025.08 | 14.11 | 77.55 | 28.31 | |
| Top-HatType=Filtering2025.08 | 10.06 | 75.11 | 1,432 | |
| Max-MedianType=Filtering2025.08 | 7 | 65.21 | 59.73 | |
| WSLCMType=Local Contrast2025.08 | 3.45 | 72.44 | 6,619 | |
| TLLCMType=Local Contrast2025.08 | 3.31 | 77.39 | 6,738 |