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ResearchFormerly WizWand

Calibration on Cityscapes strong corruption

0.653NLLTS(p_bar)
0.63220.77260.9131.0534Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TS(p_bar)order-preserving=true, translation-invariant=true2026.070.65368.20.0620.1090.089—
ETS(p_bar)order-preserving=true, translation-invariant=true2026.070.65368.20.0620.1090.089—
LTS(log S(z_bar))translation-invariant=true2026.070.65670.20.0630.1150.09—
CMSop(p_bar)decision-preservation=CMS_op2026.070.65868.20.0650.1130.038—
TS(z_bar)order-preserving=true, translation-invariant=true2026.070.68670.20.0710.1360.093—
ETS(z_bar)order-preserving=true, translation-invariant=true2026.070.68670.20.0710.1360.093—
LTS(z_bar)translation-invariant=false2026.070.69670.20.0720.1310.095—
CMSop(z_bar)decision-preservation=CMS_op2026.070.69870.20.0730.1380.084—
CMSap(p_bar)decision-preservation=CMS_ap2026.070.70268.20.070.1330.061—
CDC(p_bar)decision-preservation=CDC2026.070.7357.70.0760.1560.09911.1
DC(p_bar)order-preserving=false, translation-invariant=true2026.070.73656.90.0790.1520.0988.5
CMSap(z_bar)decision-preservation=CMS_ap2026.070.74270.20.080.1530.118—
p_bartype=Uncalibrated baselines2026.070.75668.20.0870.190.112—
DC(z_bar)translation-invariant=true2026.070.75763.60.0820.160.1055.6
DC(z_bar)order-preserving=false, translation-invariant=true2026.070.75763.60.0820.160.1055.6
MSc(z_bar)translation-invariant=true2026.070.76463.60.090.1660.1086.4
CDC(z_bar)decision-preservation=CDC2026.070.77365.10.0850.1750.1149.7
z_bartype=Uncalibrated baselines2026.070.89370.20.1240.2460.164—
MS(z_bar)translation-invariant=false2026.070.94964.40.110.220.1298.1
p0type=Uncalibrated baselines2026.071.17358.30.1530.2730.179—