Author

S. Rajeswar

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#artificial intelligence Feb 2026

VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing

A VLM-as-a-Judge metric for SVG generation, validated through human correlation studies, and an evaluation of frontier VLMs reveals significant performance gaps, positioning VectorGym as a rigorous framework for advancing visual code generation.

Juan A. Rodriguez, Haotian Zhang, Abhay Puri et al. · arXiv.org · 5 citations · ⚡1

Preprint Aug 2026

StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments

StarHarness offers a practical way to reduce persistent model-environment mismatch in tool-rich enterprise tasks by stratifying tasks according to baseline failure behavior, separating proposer-visible search tasks from proposer-hidden selection tasks, and reserves held-out tasks for evaluating generalization.

Esakkivel Esakkiraja, D. Akhiyarov, Vikas Yadav et al. · 0 citations