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Two-sample testing on Gravitational-lensing benchmark (test)

100PowerAutoML
-1.9224.545177.46Jul 22, 2025
Updated 5mo ago

Evaluation results

MethodLinks
AutoMLbias level γ=0.80, classifier quality β=02025.07100
C2STbias level γ=0.80, classifier quality β=02025.07100
CMbias level γ=0.80, classifier quality β=0, variant=Conformal Multiple2025.07100
CU(50)bias level γ=0.80, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07100
AutoMLbias level γ=0.90, classifier quality β=02025.07100
C2STbias level γ=0.90, classifier quality β=02025.07100
CMbias level γ=0.90, classifier quality β=0, variant=Conformal Multiple2025.07100
CU(50)bias level γ=0.90, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07100
AutoMLbias level γ=1.00, classifier quality β=02025.07100
C2STbias level γ=1.00, classifier quality β=02025.07100
CMbias level γ=1.00, classifier quality β=0, variant=Conformal Multiple2025.07100
CU(50)bias level γ=1.00, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07100
AutoMLdegradation β=0.00, bias γ=1.02025.07100
C2STdegradation β=0.00, bias γ=1.02025.07100
CMdegradation β=0.00, bias γ=1.02025.07100
CU(50)degradation β=0.00, bias γ=1.02025.07100
CU(50)degradation β=0.70, bias γ=1.02025.07100
CU(50)bias level γ=0.70, classifier quality β=0, variant=Conformal Uniform (m=50)2025.0798
CMdegradation β=0.70, bias γ=1.02025.0798
CMbias level γ=0.70, classifier quality β=0, variant=Conformal Multiple2025.0792
C2STdegradation β=0.70, bias γ=1.02025.0792
CU(50)degradation β=0.80, bias γ=1.02025.0786
AutoMLdegradation β=0.70, bias γ=1.02025.0784
C2STbias level γ=0.70, classifier quality β=02025.0776
CMdegradation β=0.80, bias γ=1.02025.0774
AutoMLbias level γ=0.70, classifier quality β=02025.0770
CU(50)bias level γ=0.60, classifier quality β=0, variant=Conformal Uniform (m=50)2025.0766
CMbias level γ=0.60, classifier quality β=0, variant=Conformal Multiple2025.0750
AutoMLdegradation β=0.80, bias γ=1.02025.0744
C2STdegradation β=0.80, bias γ=1.02025.0740
AutoMLbias level γ=0.60, classifier quality β=02025.0728
C2STbias level γ=0.60, classifier quality β=02025.0728
CMbias level γ=0.50, classifier quality β=0, variant=Conformal Multiple2025.0724
CU(50)bias level γ=0.50, classifier quality β=0, variant=Conformal Uniform (m=50)2025.0716
CMdegradation β=0.95, bias γ=1.02025.0716
C2STbias level γ=0.50, classifier quality β=02025.0714
DCbias level γ=0.00, classifier quality β=02025.0710
SBCbias level γ=0.00, classifier quality β=02025.0710
MMDFusebias level γ=0.00, classifier quality β=02025.078
AutoMLbias level γ=0.50, classifier quality β=02025.076
C2STdegradation β=0.95, bias γ=1.02025.076
CU(50)bias level γ=0.00, classifier quality β=0, variant=Conformal Uniform (m=50)2025.075
AutoMLbias level γ=0.00, classifier quality β=02025.074
TARPbias level γ=0.00, classifier quality β=02025.074
C2STbias level γ=0.00, classifier quality β=02025.072
CMbias level γ=0.00, classifier quality β=0, variant=Conformal Multiple2025.072
AutoMLdegradation β=0.95, bias γ=1.02025.072
CU(50)degradation β=0.95, bias γ=1.02025.072