Ranking metrics AP and FPR-95 can be made perfect via Sinkhorn normalization even when assignment is already correct, while optimal ranking can still produce incorrect assignments.
Mutual information guided optimal transport for unsupervised visible- infrared person re-identification.arXiv preprint arXiv:2407.12758, 2024
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Ranking vs. Assignment: The Metric Mismatch in Multi-View Object Association
Ranking metrics AP and FPR-95 can be made perfect via Sinkhorn normalization even when assignment is already correct, while optimal ranking can still produce incorrect assignments.