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ResearchFormerly WizWand

Infrared Small-Target Detection on SIRST v1

80.03IoUUIUNet
38.242849.091459.9470.7886May 20, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UIUNetStrategy=Full2026.0580.0378.9994.689.12
DNANetStrategy=Full2026.0577.9580.3596.5822.23
DNANetStrategy=Full2026.0577.5577.7694.311.66
MSDANetStrategy=Ours2026.0576.3373.791003.77
MSDANetStrategy=Full2026.0575.8276.4995.0638.49
ALCLNetStrategy=Full2026.0575.6575.9196.224.9
ALCLNetStrategy=Ours2026.0575.6271.9398.152.51
DNANetStrategy=Ours2026.0575.4972.9499.078.08
ALCLNetStrategy=Ours2026.0574.3472.9298.1513.82
UIUNetStrategy=Ours2026.057374.5910011.49
ALCLNetStrategy=Full2026.0572.5772.6694.6830.39
UIUNetStrategy=Ours2026.0571.8569.5599.0711.31
ALCLNetStrategy=MCLC2026.0571.871.7195.0633.07
MSDANetStrategy=MCLC2026.0571.2372.3592.0231.83
UIUNetStrategy=MCLC2026.0571.0168.8790.1122.91
DNANetStrategy=MCLC2026.0569.6172.2196.9624.08
MLCLNetStrategy=Full2026.0569.0175.3792.7862.56
DNANetStrategy=Ours2026.0568.2773.4996.314.9
MLCLNetStrategy=Ours2026.0565.769.3992.597.9
MLCLNetStrategy=MCLC2026.0564.8368.1789.9240.41
DNANetStrategy=PAL2026.0564.8365.9492.7830.87
UIUNetStrategy=PAL2026.0563.9862.3992.0228.95
MLCLNetStrategy=PAL2026.0563.4868.4192.0222.43
MSDANetStrategy=PAL2026.0563.2766.9293.9229.64
ALCLNetStrategy=PAL2026.0560.4962.4886.6943.63
DNANetStrategy=LESPS2026.0554.3961.1389.3530.18
MSDANetStrategy=LESPS2026.0548.6955.8682.8932.12
UIUNetStrategy=LESPS2026.0546.8255.1878.7126.4
MLCLNetStrategy=LESPS2026.0544.9352.6877.9533.79
ALCLNetStrategy=LESPS2026.0539.8543.1673.7635.37