SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data

Synthetic data generated from a conditional Gaussian distribution to establish a reference characterizing the robustness-accuracy tradeoff based on the Bayes optimal linear classifiers.

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