Calibration on Cityscapes mild corruption
0.341NLLCMSap(p_bar)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CMSap(p_bar)decision-preservation=CMS_ap2026.07 | 0.341 | 77.2 | 0.04 | 0.091 | 0.036 | — | |
| DC(p_bar)order-preserving=false, translation-invariant=true2026.07 | 0.349 | 66.6 | 0.036 | 0.103 | 0.069 | 3.9 | |
| DC(z_bar)translation-invariant=true2026.07 | 0.352 | 72.8 | 0.037 | 0.106 | 0.071 | 2.7 | |
| DC(z_bar)order-preserving=false, translation-invariant=true2026.07 | 0.352 | 72.8 | 0.037 | 0.106 | 0.071 | 2.7 | |
| CMSap(z_bar)decision-preservation=CMS_ap2026.07 | 0.354 | 78.4 | 0.042 | 0.099 | 0.054 | — | |
| LTS(log S(z_bar))translation-invariant=true2026.07 | 0.355 | 78.4 | 0.037 | 0.077 | 0.078 | — | |
| CMSop(p_bar)decision-preservation=CMS_op2026.07 | 0.355 | 77.2 | 0.04 | 0.075 | 0.03 | — | |
| TS(p_bar)order-preserving=true, translation-invariant=true2026.07 | 0.356 | 77.2 | 0.039 | 0.073 | 0.078 | — | |
| ETS(p_bar)order-preserving=true, translation-invariant=true2026.07 | 0.356 | 77.2 | 0.038 | 0.075 | 0.077 | — | |
| MSc(z_bar)translation-invariant=true2026.07 | 0.359 | 72.1 | 0.037 | 0.106 | 0.07 | 2.9 | |
| CDC(p_bar)decision-preservation=CDC2026.07 | 0.364 | 68.2 | 0.035 | 0.113 | 0.073 | 5.8 | |
| CMSop(z_bar)decision-preservation=CMS_op2026.07 | 0.368 | 78.4 | 0.039 | 0.086 | 0.037 | — | |
| TS(z_bar)order-preserving=true, translation-invariant=true2026.07 | 0.368 | 78.4 | 0.038 | 0.086 | 0.071 | — | |
| ETS(z_bar)order-preserving=true, translation-invariant=true2026.07 | 0.368 | 78.4 | 0.038 | 0.086 | 0.071 | — | |
| CDC(z_bar)decision-preservation=CDC2026.07 | 0.369 | 73.8 | 0.037 | 0.123 | 0.078 | 5.4 | |
| LTS(z_bar)translation-invariant=false2026.07 | 0.372 | 78.4 | 0.04 | 0.083 | 0.074 | — | |
| p_bartype=Uncalibrated baselines2026.07 | 0.406 | 77.2 | 0.046 | 0.142 | 0.09 | — | |
| MS(z_bar)translation-invariant=false2026.07 | 0.445 | 72.3 | 0.048 | 0.163 | 0.088 | 4.4 | |
| z_bartype=Uncalibrated baselines2026.07 | 0.467 | 78.4 | 0.062 | 0.18 | 0.128 | — | |
| p0type=Uncalibrated baselines2026.07 | 0.539 | 70.2 | 0.07 | 0.195 | 0.132 | — |