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ResearchFormerly WizWand

Galaxy Cluster Mass Prediction on Galaxy Clusters

0.37Normalized RMSESSDR
0.26960.94731.6252.3027May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SSDRlabeled fraction (n/N %)=40%2026.050.37
SSDRlabeled fraction (n/N %)=35%2026.050.41
SSDRlabeled fraction (n/N %)=30%2026.050.42
SDMTraining Setting=SL1, labeled fraction (n/N %)=40%2026.050.43
SSDRlabeled fraction (n/N %)=25%2026.050.45
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=40%2026.050.48
SDMTraining Setting=SL1, labeled fraction (n/N %)=35%2026.050.49
SSDRlabeled fraction (n/N %)=20%2026.050.49
RFTraining Setting=SL2, labeled fraction (n/N %)=40%2026.050.5
SDMTraining Setting=SL1, labeled fraction (n/N %)=25%2026.050.51
SDMTraining Setting=SL1, labeled fraction (n/N %)=30%2026.050.51
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=35%2026.050.51
RFTraining Setting=SL2, labeled fraction (n/N %)=30%2026.050.54
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=30%2026.050.54
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=25%2026.050.56
SSDRlabeled fraction (n/N %)=15%2026.050.58
RFTraining Setting=SL2, labeled fraction (n/N %)=35%2026.050.59
SSDRlabeled fraction (n/N %)=10%2026.050.61
LASSO1Training Setting=SL2, labeled fraction (n/N %)=40%2026.050.62
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=40%2026.050.62
SDMTraining Setting=SL1, labeled fraction (n/N %)=20%2026.050.63
LASSO1Training Setting=SL2, labeled fraction (n/N %)=35%2026.050.63
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=20%2026.050.63
SDMTraining Setting=SL1, labeled fraction (n/N %)=15%2026.050.64
LASSO1Training Setting=SL2, labeled fraction (n/N %)=30%2026.050.64
RFTraining Setting=SL2, labeled fraction (n/N %)=25%2026.050.64
LASSO1Training Setting=SL2, labeled fraction (n/N %)=15%2026.050.65
LASSO1Training Setting=SL2, labeled fraction (n/N %)=25%2026.050.66
RFTraining Setting=SL2, labeled fraction (n/N %)=20%2026.050.66
KRRTraining Setting=SL2, labeled fraction (n/N %)=40%2026.050.66
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=35%2026.050.66
LASSO1Training Setting=SL2, labeled fraction (n/N %)=20%2026.050.68
RFTraining Setting=SL2, labeled fraction (n/N %)=15%2026.050.68
KRRTraining Setting=SL2, labeled fraction (n/N %)=35%2026.050.68
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=30%2026.050.68
LASSO1Training Setting=SL2, labeled fraction (n/N %)=10%2026.050.69
KRRTraining Setting=SL2, labeled fraction (n/N %)=20%2026.050.7
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=15%2026.050.7
SDMTraining Setting=SL1, labeled fraction (n/N %)=10%2026.050.74
KRRTraining Setting=SL2, labeled fraction (n/N %)=30%2026.050.74
SSDRlabeled fraction (n/N %)=5%2026.050.75
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=25%2026.050.76
KRRTraining Setting=SL2, labeled fraction (n/N %)=25%2026.050.77
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=20%2026.050.78
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=10%2026.050.79
SVRTraining Setting=SL2, labeled fraction (n/N %)=40%2026.050.82
SVRTraining Setting=SL2, labeled fraction (n/N %)=35%2026.050.83
SVRTraining Setting=SL2, labeled fraction (n/N %)=30%2026.050.85
KRRTraining Setting=SL2, labeled fraction (n/N %)=15%2026.050.85
SVRTraining Setting=SL2, labeled fraction (n/N %)=25%2026.050.87
SDMTraining Setting=SL1, labeled fraction (n/N %)=5%2026.050.88
RFTraining Setting=SL2, labeled fraction (n/N %)=10%2026.050.88
RFTraining Setting=SL2, labeled fraction (n/N %)=5%2026.050.89
LASSO1Training Setting=SL2, labeled fraction (n/N %)=5%2026.050.9
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=15%2026.050.92
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=10%2026.050.97
SVRTraining Setting=SL2, labeled fraction (n/N %)=20%2026.050.98
KRRTraining Setting=SL2, labeled fraction (n/N %)=5%2026.050.98
E-CNNTraining Setting=SSL, labeled fraction (n/N %)=5%2026.050.98
KRRTraining Setting=SL2, labeled fraction (n/N %)=10%2026.050.99
RFTraining Setting=SL3, labeled fraction (n/N %)=35%2026.050.99
RFTraining Setting=SL3, labeled fraction (n/N %)=25%2026.051.01
LapRLSTraining Setting=SSL, labeled fraction (n/N %)=5%2026.051.01
RFTraining Setting=SL3, labeled fraction (n/N %)=40%2026.051.03
CNNTraining Setting=SL3, labeled fraction (n/N %)=40%2026.051.04
SVRTraining Setting=SL2, labeled fraction (n/N %)=15%2026.051.05
RFTraining Setting=SL3, labeled fraction (n/N %)=30%2026.051.2
SVRTraining Setting=SL2, labeled fraction (n/N %)=10%2026.051.24
SVRTraining Setting=SL2, labeled fraction (n/N %)=5%2026.051.28
CNNTraining Setting=SL3, labeled fraction (n/N %)=35%2026.051.34
CNNTraining Setting=SL3, labeled fraction (n/N %)=20%2026.051.36
CNNTraining Setting=SL3, labeled fraction (n/N %)=30%2026.051.41
CNNTraining Setting=SL3, labeled fraction (n/N %)=15%2026.051.44
CNNTraining Setting=SL3, labeled fraction (n/N %)=25%2026.051.45
RFTraining Setting=SL3, labeled fraction (n/N %)=15%2026.051.52
RFTraining Setting=SL3, labeled fraction (n/N %)=20%2026.051.68
LASSO2Training Setting=SL3, labeled fraction (n/N %)=10%2026.051.69
RFTraining Setting=SL3, labeled fraction (n/N %)=10%2026.051.69
CNNTraining Setting=SL3, labeled fraction (n/N %)=10%2026.051.84
RFTraining Setting=SL3, labeled fraction (n/N %)=5%2026.051.88
LASSO2Training Setting=SL3, labeled fraction (n/N %)=40%2026.052.1
LASSO2Training Setting=SL3, labeled fraction (n/N %)=35%2026.052.23
LASSO2Training Setting=SL3, labeled fraction (n/N %)=30%2026.052.39
CNNTraining Setting=SL3, labeled fraction (n/N %)=5%2026.052.52
LASSO2Training Setting=SL3, labeled fraction (n/N %)=15%2026.052.62
LASSO2Training Setting=SL3, labeled fraction (n/N %)=25%2026.052.7
LASSO2Training Setting=SL3, labeled fraction (n/N %)=20%2026.052.78
LASSO2Training Setting=SL3, labeled fraction (n/N %)=5%2026.052.88