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Uncovering the Blind Spots of OKS-mAP: A Unified Protocol for Occlusion, Joint-Angle, and Temporal Evaluation of 2D Pose Estimators
Not provided in the abstract
pose estimationevaluation metricsocclusionjoint-angle analysis
2611.12911
Builder Relevance
17h ago80%
Abstract
The paper proposes a supplementary protocol to address the limitations of the OKS-mAP metric in 2D human pose estimation.
Reality Card
Core Claim
The proposed protocol reveals that aggregate mAP overestimates occluded-scene performance and introduces metrics for joint-angle error and temporal stability.
Method / Result
Delta_occ is negative in every combination tested, indicating that aggregate mAP masks occlusion-specific differences.
Limitations
The paper does not specify the authors, which may limit reproducibility and verification of results.
Paper to code
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