Lens Frontier papers, evaluation methods, and model insights.
Papers, preprints, and research outputs published by Lens Frontier.
Evaluation design, data construction, verification, and judge methodology.
Analysis and judgment around benchmarks, evaluation data, and model capability.
An LLM-as-a-Judge evaluation system with OCR/VQA/CLIP/IQA/HP modules and cross-module calibration, breaking through single-metric benchmark limitations to capture the true capability boundaries of modern T2I models.