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ResearchFormerly WizWand

Body Composition Segmentation on SAROS held-out (test)

98.3Dice ScoreEpisodic sampling
46.359.873.386.8May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=SAT2026.0598.30.22
Random samplingSampling Strategy=Random, Training Data=100%, Class=SAT2026.0598.30.2
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=SAT2026.0598.30.2
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=SAT2026.0596.90.82
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=ESM2026.0596.70.49
Random samplingSampling Strategy=Random, Training Data=100%, Class=ESM2026.0596.70.52
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=ESM2026.0596.70.53
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=SAT2026.0595.60.84
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=SAT2026.0595.50.94
Random samplingSampling Strategy=Random, Training Data=100%, Class=VAT2026.05951.37
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=VAT2026.0594.91.34
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=VAT2026.0594.81.34
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=SM2026.0593.62.85
Random samplingSampling Strategy=Random, Training Data=100%, Class=SM2026.0593.62.98
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=ESM2026.0593.63.08
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=SM2026.0593.52.89
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=ESM2026.0592.32.91
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=ESM2026.0592.33.04
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=RAM2026.0590.44.87
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=PSM2026.0590.34.67
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=PSM2026.0590.35.18
Random samplingSampling Strategy=Random, Training Data=100%, Class=RAM2026.0590.24.49
Random samplingSampling Strategy=Random, Training Data=100%, Class=PSM2026.0590.15.08
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=RAM2026.0590.15.01
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=VAT2026.058910.17
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=AVERAGE2026.0588.26.77
Random samplingSampling Strategy=Random, Training Data=100%, Class=AVERAGE2026.0587.87.98
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=AVERAGE2026.0587.87.8
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=QLM2026.05866.9
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=VAT2026.058611.08
Random samplingSampling Strategy=Random, Training Data=100%, Class=QLM2026.0585.56.86
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=VAT2026.0585.510.94
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=QLM2026.0585.37.31
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=SM2026.0584.911.97
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=SM2026.0583.413.23
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=SM2026.0583.313.42
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=PSM2026.0580.511.93
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=AVERAGE2026.0578.716.05
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=IMAT2026.0578.38.74
Random samplingSampling Strategy=Random, Training Data=100%, Class=IMAT2026.0578.28.81
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=IMAT2026.0578.18.79
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=PSM2026.0577.314.05
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=RAM2026.0577.214.14
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=AVERAGE2026.0576.217.02
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=AVERAGE2026.0575.815.89
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=PSM2026.0575.614.07
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=RAM2026.0575.617.48
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=RAM2026.0575.115.72
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=QLM2026.056718.75
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=IMAT2026.0566.712.99
Episodic samplingSampling Strategy=Episodic, Training Data=100%, Class=PEM2026.0564.632.56
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=QLM2026.0564.620.09
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=QLM2026.0563.218.96
Random samplingSampling Strategy=Random, Training Data=100%, Class=PEM2026.0562.143.87
Weighted samplingSampling Strategy=Weighted, Training Data=100%, Class=PEM2026.056241.16
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=IMAT2026.0561.814.55
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=IMAT2026.0561.714.24
Episodic samplingSampling Strategy=Episodic, Training Data=10% (Low-Data), Class=PEM2026.0551.962.1
Weighted samplingSampling Strategy=Weighted, Training Data=10% (Low-Data), Class=PEM2026.0549.562.43
Random samplingSampling Strategy=Random, Training Data=10% (Low-Data), Class=PEM2026.0548.350.88