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ResearchFormerly WizWand

Selective Prediction on ImageNet-100

0.2Selective Prediction ErrorSN
-0.63485.000110.63516.2699Feb 11, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SNCoverage (%)=10, Selective Retrieval (SR)=true2026.020.2
SYNCCoverage (%)=10, Selective Retrieval (SR)=true, Gamma=12026.020.8
SNCoverage (%)=20, Selective Retrieval (SR)=true2026.020.93
SYNCCoverage (%)=10, Selective Retrieval (SR)=false, Gamma=12026.020.93
SYNCCoverage (%)=20, Selective Retrieval (SR)=false, Gamma=12026.021.27
SYNCCoverage (%)=30, Selective Retrieval (SR)=false, Gamma=12026.021.69
DGCoverage (%)=10, Selective Retrieval (SR)=true2026.022
SYNCCoverage (%)=40, Selective Retrieval (SR)=false, Gamma=12026.022.08
SNCoverage (%)=30, Selective Retrieval (SR)=true2026.022.13
SYNCCoverage (%)=20, Selective Retrieval (SR)=true, Gamma=12026.022.33
DGCoverage (%)=20, Selective Retrieval (SR)=true2026.022.67
SNCoverage (%)=40, Selective Retrieval (SR)=true2026.023.08
SYNCCoverage (%)=30, Selective Retrieval (SR)=true, Gamma=12026.023.24
SYNCCoverage (%)=50, Selective Retrieval (SR)=false, Gamma=12026.023.25
DGCoverage (%)=30, Selective Retrieval (SR)=true2026.023.53
SNCoverage (%)=10, Selective Retrieval (SR)=false2026.024
SYNCCoverage (%)=40, Selective Retrieval (SR)=true, Gamma=12026.024.23
SNCoverage (%)=20, Selective Retrieval (SR)=false2026.024.37
SNCoverage (%)=50, Selective Retrieval (SR)=true2026.024.51
DGCoverage (%)=40, Selective Retrieval (SR)=true2026.024.58
SNCoverage (%)=30, Selective Retrieval (SR)=false2026.024.62
SYNCCoverage (%)=60, Selective Retrieval (SR)=false, Gamma=12026.024.96
SNCoverage (%)=40, Selective Retrieval (SR)=false2026.025.02
SNCoverage (%)=50, Selective Retrieval (SR)=false2026.025.51
SYNCCoverage (%)=50, Selective Retrieval (SR)=true, Gamma=12026.025.6
DGCoverage (%)=50, Selective Retrieval (SR)=true2026.026.17
SNCoverage (%)=60, Selective Retrieval (SR)=true2026.026.28
SNCoverage (%)=60, Selective Retrieval (SR)=false2026.026.41
SYNCCoverage (%)=60, Selective Retrieval (SR)=true, Gamma=12026.027.18
SYNCCoverage (%)=70, Selective Retrieval (SR)=false, Gamma=12026.027.33
DGCoverage (%)=60, Selective Retrieval (SR)=true2026.027.8
SNCoverage (%)=70, Selective Retrieval (SR)=false2026.028.27
SNCoverage (%)=70, Selective Retrieval (SR)=true2026.028.45
SYNCCoverage (%)=70, Selective Retrieval (SR)=true, Gamma=12026.028.95
DGCoverage (%)=70, Selective Retrieval (SR)=true2026.029.57
SYNCCoverage (%)=80, Selective Retrieval (SR)=false, Gamma=12026.0210.61
SNCoverage (%)=80, Selective Retrieval (SR)=true2026.0211.25
SYNCCoverage (%)=80, Selective Retrieval (SR)=true, Gamma=12026.0211.41
SNCoverage (%)=80, Selective Retrieval (SR)=false2026.0211.42
DGCoverage (%)=80, Selective Retrieval (SR)=true2026.0211.81
SYNCCoverage (%)=90, Selective Retrieval (SR)=false, Gamma=12026.0214.79
SYNCCoverage (%)=90, Selective Retrieval (SR)=true, Gamma=12026.0215.17
DGCoverage (%)=90, Selective Retrieval (SR)=true2026.0215.41
SNCoverage (%)=90, Selective Retrieval (SR)=true2026.0215.69
SNCoverage (%)=90, Selective Retrieval (SR)=false2026.0216.27
DGCoverage (%)=10, Selective Retrieval (SR)=false2026.0217.53
DGCoverage (%)=20, Selective Retrieval (SR)=false2026.0218.73
DGCoverage (%)=30, Selective Retrieval (SR)=false2026.0218.84
DGCoverage (%)=50, Selective Retrieval (SR)=false2026.0218.85
DGCoverage (%)=40, Selective Retrieval (SR)=false2026.0218.9
DGCoverage (%)=70, Selective Retrieval (SR)=false2026.0218.92
DGCoverage (%)=60, Selective Retrieval (SR)=false2026.0218.94
DGCoverage (%)=80, Selective Retrieval (SR)=false2026.0219.08
DGCoverage (%)=90, Selective Retrieval (SR)=false2026.0219.33
SYNCCoverage (%)=100, Selective Retrieval (SR)=false, Gamma=12026.0220.19
SYNCCoverage (%)=100, Selective Retrieval (SR)=true, Gamma=12026.0220.19
DGCoverage (%)=100, Selective Retrieval (SR)=false2026.0220.78
DGCoverage (%)=100, Selective Retrieval (SR)=true2026.0220.78
SNCoverage (%)=100, Selective Retrieval (SR)=false2026.0221.07
SNCoverage (%)=100, Selective Retrieval (SR)=true2026.0221.07