Two-sample testing on Gravitational-lensing benchmark (test)
100PowerAutoML
Evaluation Results
| Method | Links | |
|---|---|---|
| AutoMLbias level γ=0.80, classifier quality β=02025.07 | 100 | |
| C2STbias level γ=0.80, classifier quality β=02025.07 | 100 | |
| CMbias level γ=0.80, classifier quality β=0, variant=Conformal Multiple2025.07 | 100 | |
| CU(50)bias level γ=0.80, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 100 | |
| AutoMLbias level γ=0.90, classifier quality β=02025.07 | 100 | |
| C2STbias level γ=0.90, classifier quality β=02025.07 | 100 | |
| CMbias level γ=0.90, classifier quality β=0, variant=Conformal Multiple2025.07 | 100 | |
| CU(50)bias level γ=0.90, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 100 | |
| AutoMLbias level γ=1.00, classifier quality β=02025.07 | 100 | |
| C2STbias level γ=1.00, classifier quality β=02025.07 | 100 | |
| CMbias level γ=1.00, classifier quality β=0, variant=Conformal Multiple2025.07 | 100 | |
| CU(50)bias level γ=1.00, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 100 | |
| AutoMLdegradation β=0.00, bias γ=1.02025.07 | 100 | |
| C2STdegradation β=0.00, bias γ=1.02025.07 | 100 | |
| CMdegradation β=0.00, bias γ=1.02025.07 | 100 | |
| CU(50)degradation β=0.00, bias γ=1.02025.07 | 100 | |
| CU(50)degradation β=0.70, bias γ=1.02025.07 | 100 | |
| CU(50)bias level γ=0.70, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 98 | |
| CMdegradation β=0.70, bias γ=1.02025.07 | 98 | |
| CMbias level γ=0.70, classifier quality β=0, variant=Conformal Multiple2025.07 | 92 | |
| C2STdegradation β=0.70, bias γ=1.02025.07 | 92 | |
| CU(50)degradation β=0.80, bias γ=1.02025.07 | 86 | |
| AutoMLdegradation β=0.70, bias γ=1.02025.07 | 84 | |
| C2STbias level γ=0.70, classifier quality β=02025.07 | 76 | |
| CMdegradation β=0.80, bias γ=1.02025.07 | 74 | |
| AutoMLbias level γ=0.70, classifier quality β=02025.07 | 70 | |
| CU(50)bias level γ=0.60, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 66 | |
| CMbias level γ=0.60, classifier quality β=0, variant=Conformal Multiple2025.07 | 50 | |
| AutoMLdegradation β=0.80, bias γ=1.02025.07 | 44 | |
| C2STdegradation β=0.80, bias γ=1.02025.07 | 40 | |
| AutoMLbias level γ=0.60, classifier quality β=02025.07 | 28 | |
| C2STbias level γ=0.60, classifier quality β=02025.07 | 28 | |
| CMbias level γ=0.50, classifier quality β=0, variant=Conformal Multiple2025.07 | 24 | |
| CU(50)bias level γ=0.50, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 16 | |
| CMdegradation β=0.95, bias γ=1.02025.07 | 16 | |
| C2STbias level γ=0.50, classifier quality β=02025.07 | 14 | |
| DCbias level γ=0.00, classifier quality β=02025.07 | 10 | |
| SBCbias level γ=0.00, classifier quality β=02025.07 | 10 | |
| MMDFusebias level γ=0.00, classifier quality β=02025.07 | 8 | |
| AutoMLbias level γ=0.50, classifier quality β=02025.07 | 6 | |
| C2STdegradation β=0.95, bias γ=1.02025.07 | 6 | |
| CU(50)bias level γ=0.00, classifier quality β=0, variant=Conformal Uniform (m=50)2025.07 | 5 | |
| AutoMLbias level γ=0.00, classifier quality β=02025.07 | 4 | |
| TARPbias level γ=0.00, classifier quality β=02025.07 | 4 | |
| C2STbias level γ=0.00, classifier quality β=02025.07 | 2 | |
| CMbias level γ=0.00, classifier quality β=0, variant=Conformal Multiple2025.07 | 2 | |
| AutoMLdegradation β=0.95, bias γ=1.02025.07 | 2 | |
| CU(50)degradation β=0.95, bias γ=1.02025.07 | 2 |