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.
The self-optimal-transport feature transform.arXiv preprint arXiv:2204.03065, 3, 2022
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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.