Author

Spandana Gella

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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

#natural language process... Jun 2026

Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents

The results suggest that skills and workflow memory can be useful in specific domains, but their apparent gains often vanish against a budget-matched actor, and that run-to-run variance materially affects outcomes and should be reported as a core evaluation criterion for online web agents.

Sina Hajimiri, Masih Aminbeidokhti, J. Dolz et al. · arXiv.org · 1 citation

Preprint Jul 2026

PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems

PiSAs (Privacy in Shared Agentic systems), a benchmark for assessing unintentional leaks with dual CI annotations, enables direct measurement of cross-user spillage across agentic system components and interfaces, such as outputs, inter-agent communication, and memory.

Shubham Gupta, N. Sepahvand, Abhinav Kumar et al. · 0 citations