Two new evaluation metrics, a network-graph similarity score and a holdout-based privacy ratio, reveal that current tabular generative models fall short on NYC taxi trip data.
In: 2022 IEEE Symposium on Security and Privacy (SP)
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A Systematic Evaluation of Generative Models on Tabular Transportation Data
Two new evaluation metrics, a network-graph similarity score and a holdout-based privacy ratio, reveal that current tabular generative models fall short on NYC taxi trip data.