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Classification Calibration on nuScenes Singapore semantic shift from Boston (test)
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3.645
D-ECE
Density-aware Isotonic Regression
3.38644
5.13172
6.877
8.62228
May 6, 2026
D-ECE
LaECE
Updated 26d ago
Evaluation Results
Method
Method
Links
D-ECE
LaECE
Density-aware Isotonic Regression
Detector Model=PETR, C...
2026.05
3.645
21.81
Isotonic Regression
Detector Model=PETR, C...
2026.05
5.137
24.731
Density-aware Platt Scaling
Detector Model=PETR, C...
2026.05
5.789
23.354
Platt Scaling
Detector Model=PETR, C...
2026.05
6.34
24.88
Density-aware Temperature Scaling
Detector Model=PETR, C...
2026.05
7.987
25.055
Temperature Scaling
Detector Model=PETR, C...
2026.05
8.51
25.747
Uncalibrated
Detector Model=PETR, C...
2026.05
10.109
26.682
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