2026
Do Generative Models Keep Time? A Time-Aware Evaluation of Synthetic Sequential Tabular Data
Kiwan Kwon, Kangmin Kim, Ho-Jin Lee et al.
· arXiv.org · 0 citations
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Seq2Synth: Benchmarking Temporal Fidelity in Synthetic Sequential Tabular Data
Seq2Synth is introduced, a unified benchmark for assessing temporal and schema properties to determine applicable evaluations, covering timestamp, cross-sectional, longitudinal, and structural fidelity, alongside trajectory-aware utility and privacy.
Kiwan Kwon, Kangmin Kim, Ho-Jin Lee et al.
· 0 citations