一作NeurIPS 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning
PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks
Claas Beger · Ryan Yi · Melanie Mitchell
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Claas Beger · Ryan Yi · Melanie Mitchell
Claas Beger · Ryan Yi · Shuhao Fu · Kaleda K Denton · Arseny Moskvichev · Sarah Tsai · Sivasankaran Rajamanickam · Melanie Mitchell
Atharv Sonwane · Eng-Shen Tu · Wei-Chung Lu · Claas Beger · Carter Larsen · Debjit Dhar · Simon Alford · Rachel Chen · Ronit Pattanayak · Tuan Anh Dang · Guohao Chen · Gloria Geng · Kevin Ellis · Saikat Dutta
LLM-powered coding agents are redefining how real-world software is developed. To drive the research towards better coding agents, we require challenging benchmarks that can rigorously evaluate the ability of such agents to perform various software engineering tasks. However, popular coding bench...