Calibration on Cityscapes strong corruption
0.653NLLTS(p_bar)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TS(p_bar)order-preserving=true, translation-invariant=true2026.07 | 0.653 | 68.2 | 0.062 | 0.109 | 0.089 | — | |
| ETS(p_bar)order-preserving=true, translation-invariant=true2026.07 | 0.653 | 68.2 | 0.062 | 0.109 | 0.089 | — | |
| LTS(log S(z_bar))translation-invariant=true2026.07 | 0.656 | 70.2 | 0.063 | 0.115 | 0.09 | — | |
| CMSop(p_bar)decision-preservation=CMS_op2026.07 | 0.658 | 68.2 | 0.065 | 0.113 | 0.038 | — | |
| TS(z_bar)order-preserving=true, translation-invariant=true2026.07 | 0.686 | 70.2 | 0.071 | 0.136 | 0.093 | — | |
| ETS(z_bar)order-preserving=true, translation-invariant=true2026.07 | 0.686 | 70.2 | 0.071 | 0.136 | 0.093 | — | |
| LTS(z_bar)translation-invariant=false2026.07 | 0.696 | 70.2 | 0.072 | 0.131 | 0.095 | — | |
| CMSop(z_bar)decision-preservation=CMS_op2026.07 | 0.698 | 70.2 | 0.073 | 0.138 | 0.084 | — | |
| CMSap(p_bar)decision-preservation=CMS_ap2026.07 | 0.702 | 68.2 | 0.07 | 0.133 | 0.061 | — | |
| CDC(p_bar)decision-preservation=CDC2026.07 | 0.73 | 57.7 | 0.076 | 0.156 | 0.099 | 11.1 | |
| DC(p_bar)order-preserving=false, translation-invariant=true2026.07 | 0.736 | 56.9 | 0.079 | 0.152 | 0.098 | 8.5 | |
| CMSap(z_bar)decision-preservation=CMS_ap2026.07 | 0.742 | 70.2 | 0.08 | 0.153 | 0.118 | — | |
| p_bartype=Uncalibrated baselines2026.07 | 0.756 | 68.2 | 0.087 | 0.19 | 0.112 | — | |
| DC(z_bar)translation-invariant=true2026.07 | 0.757 | 63.6 | 0.082 | 0.16 | 0.105 | 5.6 | |
| DC(z_bar)order-preserving=false, translation-invariant=true2026.07 | 0.757 | 63.6 | 0.082 | 0.16 | 0.105 | 5.6 | |
| MSc(z_bar)translation-invariant=true2026.07 | 0.764 | 63.6 | 0.09 | 0.166 | 0.108 | 6.4 | |
| CDC(z_bar)decision-preservation=CDC2026.07 | 0.773 | 65.1 | 0.085 | 0.175 | 0.114 | 9.7 | |
| z_bartype=Uncalibrated baselines2026.07 | 0.893 | 70.2 | 0.124 | 0.246 | 0.164 | — | |
| MS(z_bar)translation-invariant=false2026.07 | 0.949 | 64.4 | 0.11 | 0.22 | 0.129 | 8.1 | |
| p0type=Uncalibrated baselines2026.07 | 1.173 | 58.3 | 0.153 | 0.273 | 0.179 | — |