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Text-to-3D2 min read

Frozen Scenes, Shifting Winners: Configuration Fragility in Text-to-3D Evaluation

Can a text-to-3D leaderboard change when every generated scene stays fixed? We audit this question for rendered-image evaluation, where camera settings and caption wording become part of the measurement protocol.

By Anson Y. Lam, Shuqing Li, Michael R. LyuarXiv - cs.AI

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Originally published by arXiv - cs.AI on Oct 2, 2026.

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