Author

Zixin Tang

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#artificial intelligence Preprint Sep 2026

GameReplica: A Benchmark for Black-Box Visual Game Replication by Vision-Language Agents

Coding-agent benchmarks usually evaluate implementation after the target behavior has been specified in text, code, or demonstrations. Existing research has extensively evaluated the ability of coding agents to generate programs from textual specifications. However, under black-box conditions where neither source code...

Bo Qiao, Zi-Xin Tang, Xiao-Shuai Hao et al. · 0 citations

Preprint Aug 2026

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification

ReflectFact is proposed, a novel self-reflective agent framework for multi-hop fact verification that effectively remedies the comprehension and reasoning defects of existing methods, achieving state-of-the-art performance and respectively outperforming the strongest baseline by 3.32\% and 2.78\% on the two datasets.

Run-Ze Zhao, Zi-Xin Tang, Xiao-Shuai Hao et al. · 0 citations