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#fair-comparison

ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction

arXiv cs.AI · 2d ago Cached

The paper introduces ARC, a training recipe for fairer relative advantage comparison in open-ended real-world interaction by conditioning rollouts on strategy, and presents INTER3, a paradigm for responsive user-agent interaction that reduces latency.

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#fair-comparison

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures

arXiv cs.LG · 2026-07-13 Cached

This paper presents a fair-comparison study of variational quantum circuits in diffusion models, introducing a squeeze-and-excitation scaffold to isolate quantum contributions. It finds functional parity with classical controls and identifies angle-embedding failures in score-based settings, offering a rigorous methodology and mechanistic analysis.

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#fair-comparison

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs

arXiv cs.CL · 2026-07-01 Cached

This paper demonstrates that global calibration metrics like Expected Calibration Error are confounded by model accuracy, and proposes ACE, an accuracy-controlled evaluation framework for fair comparison of large language models.

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