Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty

What is Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty?

Introduces two benchmark concepts for uncertainty-aware object detection and label error detection. Benchmark Radar tracks Object Detection Benchmarks are…

Released

2026-09-18

Evaluates

General AI, Vision & 3D, cs.CV

Openness

unknown

Importer

Claire Radar

Review status

ai-name-audit-deferred

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2609.21822

Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty paper

• Paper https://arxiv.org/abs/2609.21822

Which sources cite Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty?

• Object Detection Benchmarks are Incomplete: The Role of Label Errors and Annotation Uncertainty

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