Beyond the Stitching Assumption: A Unified Framework for Multimodal Synthetic Data Evaluation via Semantic Quantization

arXiv:2609.22149 · cs.CL, cs.LG · Submitted 2026-08-26 · Read on arXiv

cs.CL, cs.LG

Submitted: 2026-08-26

Updated: 2026-08-26

Comments: 10 Pages, 2 figures, 4 tables, accepted to PST 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Embeddings — 1× in this paper · explained in 2 episodes
• Quantization — 1× in this paper · explained in 12 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

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