"model comparison" Papers

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A Curious Case of the Missing Measure: Better Scores and Worse Generation

Joseph Turian, Jordie Shier

ICLR 2025

Inverse decision-making using neural amortized Bayesian actors

Dominik Straub, Tobias Fabian Niehues, Jan Peters et al.

ICLR 2025oralarXiv:2409.03710
1
citations

Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data

Florian Eddie Dorner, Vivian Nastl, Moritz Hardt

ICLR 2025
24
citations

Re-evaluating Open-ended Evaluation of Large Language Models

Si-Qi Liu, Ian Gemp, Luke Marris et al.

ICLR 2025arXiv:2502.20170
7
citations

Representational Difference Explanations

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

NEURIPS 2025arXiv:2505.23917

Representational Similarity via Interpretable Visual Concepts

Neehar Kondapaneni, Oisin Mac Aodha, Pietro Perona

ICLR 2025arXiv:2503.15699
3
citations