A replication study finds that Rank-N-Contrast improves regression loss on AgeDB and withstands a missing-age-range holdout better than plain L1, but shows less benefit on a small mango dataset.
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Evaluating Rank-N-Contrast: Continuous and Robust Representations for Regression
A replication study finds that Rank-N-Contrast improves regression loss on AgeDB and withstands a missing-age-range holdout better than plain L1, but shows less benefit on a small mango dataset.