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Papers Benchmarks Datasets Tasks

Object Detection Reliability Estimation research benchmarks · SOTA2 Research

Object Detection Reliability Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Foggy Cityscapes OOD

ContrastiveConf

0.667Pearson Correlation Coefficient

32

Apr 23, 2026

Cityscapes near OOD

ContrastiveConf

0.659Pearson Correlation Coefficient

32

Apr 23, 2026

COCO in-distribution

ContrastiveConf

0.7Pearson Correlation Coefficient

32

Apr 23, 2026

Popular datasets

COCO Cityscapes Foggy Cityscapes

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