…were recommended by the Semantic Scholar API MarketBench: Evaluating AI Agents as Market Participants (2026) IEMAS: An Incentive-Efficiency Routing Framework for Open Agentic Web Ecosystems (2026) Can AI Models Direct Each…
…Extensive evaluations of prominent models on 1,920 high-quality samples reveal significant performance disparities. Furthermore, our analysis uncovers a critical " format-content tradeoff ", demonstrating that increasing formatting complexity directly degrades models…
…Empirically, the flagship Darwin-27B-Opus achieves 86.9% on GPQA Diamond, ranking #6 among 1,252 evaluated models, and outperforming its fully trained foundation model without any gradient-based training. Across…
…given an image, a model must recover the full rooted containment tree induced by the curves. Despite the visual simplicity of the task, the strongest evaluated model, Gemini 3.1 Pro, achieves…
…AI-generated summary We introduce Skills-Coach, a novel automated framework designed to significantly enhance the self-evolution of skills within Large Language Model (LLM)-based agents. Addressing the current fragmentation of…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Search Agents -- large language models augmented with search tools -- have intensified the need for future-proof evaluation benchmarks. Existing benchmarks such as BrowseComp rely…
…Models Published on Apr 23 Submitted by Yanpeng Zhao on Apr 30 Authors: , Yanpeng Zhao , , , Abstract Visual planning is reimagined as a single-step image transformation task using abstract puzzles for evaluation…
…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Human annotation is the empirical foundation of much NLP research , from dataset construction to model evaluation, but papers often leave unclear who produced the…
…A production-aligned GPU kernel generation benchmark that doubles as a minimal inference framework, with compositional tasks from primitives to full models, deployable module interfaces, captured production tensors, and evaluation against real…
…Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models (2026) Comparative Analysis of Large Language Models in Healthcare (2026) Please give a thumbs up to this comment if you…