Unverified50% confidenceFactExact time

Object detection tasks are commonly measured by mAP (mean Average Precision), while depth estimation uses metrics such as AbsRel (Absolute Relative Error) and δ1 accuracy; the two types of metrics are not interchangeable

1

Sources

50%

Confidence

Long-term

Relevance

10/6/2026

First Seen

Sources

Monocular Depth Estimation in Practice: How a Self-Trained Model on 750K Images Enables 3D Reconstruction with a Smartphone

Related Entities

mAPconcept AbsRelconcept

Related Claims

UnverifiedThere is a benchmark-to-application gap between benchmark performance and real-world production performance, because standard evaluations are typically single-turn, short-context tasks with definitive answers.68% similar Unverified校准指标在测试集的整体统计层面有效，但无法保证对单个具体查询的置信度表达准确65% similar

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