most citedAutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

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cs.CL2025

Beyond Multiple Choice: Verifiable OpenQA for Robust Vision-Language RFT

Yesheng Liu, Hao Li, Haiyu Xu +9

Multiple-choice question answering (MCQA) has been a popular format for evaluating and reinforcement fine-tuning (RFT) of modern multimodal language models. Its constrained output…