"reference-free evaluation" Papers

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ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation

Jiatong Shi, Yifan Cheng, Bo-Hao Su et al.

NEURIPS 2025spotlightarXiv:2505.24518

AutoPresent: Designing Structured Visuals from Scratch

Jiaxin Ge, Zora Zhiruo Wang, Xuhui Zhou et al.

CVPR 2025arXiv:2501.00912
28
citations

Benchmarking LLMs' Judgments with No Gold Standard

Shengwei Xu, Yuxuan Lu, Grant Schoenebeck et al.

ICLR 2025arXiv:2411.07127
14
citations

BRACE: A Benchmark for Robust Audio Caption Quality Evaluation

Tianyu Guo, Hongyu Chen, Hao Liang et al.

NEURIPS 2025arXiv:2512.10403
3
citations