2 papers
cs.CV2025
Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition
Pei Peng, MingKun Xie, Hang Hao +2
Object-context shortcuts remain a persistent challenge in vision-language models, undermining zero-shot reliability when test-time scenes differ from familiar training co-occurrenc…
cs.SE2025
LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
Zihan Zheng, Zerui Cheng, Zeyu Shen +16
Recent reports claim that large language models (LLMs) now outperform elite humans in competitive programming. Drawing on knowledge from a group of medalists in international algor…