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Rohit Gupta

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#computer vision Sep 2025

The Telephone Game: Evaluating Semantic Drift in Unified Models

Mean Cumulative Drift (MCD), an embedding-based measure of content retention across three representation spaces, and Multi-Generation GenEval (MGG), extending GenEval's object-level compliance scoring across generations are proposed, to quantify drift.

Sabbir Mollah, Rohit Gupta, Sirnam Swetha et al. · arXiv.org · 4 citations