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ResearchFormerly WizWand

Segmentation on IRSTD-1k

69.29IoUMSHNet + NS-FPN
0.670818.485436.354.1146Aug 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MSHNet + NS-FPNType=Deep Learning2025.0869.2995.248.58
SCTransNetType=Deep Learning2025.0868.6491.8411.92
MSHNetType=Deep Learning2025.0867.1693.8815.03
PConvType=Deep Learning2025.0867.0892.1811.92
SFCANetType=Deep Learning2025.0866.6892.8912.69
DNANetType=Deep Learning2025.0865.7191.8417.61
UIUNetType=Deep Learning2025.0865.0691.1612.68
IRSAMType=Deep Learning2025.0864.6590.5716.61
IRPruneDetType=Deep Learning2025.0864.5491.7416.04
HCFNetType=Deep Learning2025.0864.2692.8623.91
ISNetType=Deep Learning2025.0862.8892.5927.92
ACMNetType=Deep Learning2025.0859.2393.2765.28
IPIType=Low Rank2025.0827.9281.3716.18
RIPTType=Low Rank2025.0814.1177.5528.31
Top-HatType=Filtering2025.0810.0675.111,432
Max-MedianType=Filtering2025.08765.2159.73
WSLCMType=Local Contrast2025.083.4572.446,619
TLLCMType=Local Contrast2025.083.3177.396,738