You're currently viewing an old version of this dataset. To see the current version, click here.

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.

Data and Resources

Cite this as

Ching-Yun Ko, Jeet Mohapatra, Luca Daniel, Pin-Yu Chen, Payel Das (2024). Dataset: SynBench: Task-Agnostic Benchmarking of Pretrained Representations using Synthetic Data. https://doi.org/10.57702/mroykqsh

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Author Ching-Yun Ko
More Authors
Jeet Mohapatra
Luca Daniel
Pin-Yu Chen
Payel Das