PaMIR: Open Benchmark of Public Credit-Default Datasets

arXiv:2610.03259 · cs.LG · Submitted 2026-10-02 · Read on arXiv

cs.LG

Submitted: 2026-10-02

Updated: 2026-10-02

Code: https://github.com/zypl-ai/pamir

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes

Sources

• Foundation Models for Credit Risk Prediction: A Game Changer?
• Beyond IID: How General Are Tabular Foundation Models, Really?
• Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models
• What's the Price of Monotonicity? A Multi-Dataset Benchmark of Monotone-Constrained Gradient Boosting for Credit PD
• findr: Transparent and Fair Credit Risk Decisions through Semi-Structured Regressions
• TabPFN-3.5: Technical Report

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