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ResearchFormerly WizWand

Segmentation on D0 evaluated after training on D2

94.4DiceMonoUNet
90.86491.78292.793.618Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MonoUNetParams (k)=1.39, FLOPS (G)=0.15, Training Dataset=D22026.0494.40.142
UNeXtParams (k)=1471.94, FLOPS (G)=4.59, Training Dataset=D22026.0494.320.116
CMUNeXt-SParams (k)=417.50, FLOPS (G)=2.18, Training Dataset=D22026.0494.090.134
MonoUNetParams (k)=1.39, FLOPS (G)=0.152026.0493.770.146
TinyU-NetParams (k)=481.17, FLOPS (G)=3.33, Training Dataset=D22026.0493.630.145
Rater 1Training Dataset=D22026.0493.630.124
Rater 12026.0493.210.139
CMUNeXt-SParams (k)=417.50, FLOPS (G)=2.182026.0493.170.138
Rater 2Training Dataset=D22026.0492.90.145
Rater 22026.0492.350.169
TinyU-NetParams (k)=481.17, FLOPS (G)=3.332026.0492.250.151
Med-NCAParams (k)=70.02, FLOPS (G)=310.312026.0491.70.122
Med-NCAParams (k)=70.02, FLOPS (G)=310.31, Training Dataset=D22026.0491.370.133
UNeXtParams (k)=1471.94, FLOPS (G)=4.592026.04910.127