Benchmark Radar
AI BENCHMARK PROFILE

MAG

General AIMultimodal Perception

MAG is a benchmark that unifies task execution and guide writing into a single multimodal action and guide task, with grounding over screenshots. It includes a harness for annotation, training, evaluation, and joint metrics.

Released
2026-07-11
Readiness
Paper only
Primary field
General AI

Why it matters

The evaluation gap is that prior benchmarks separate web agent actions and guide text generation, and often rely on textual DOM rather than screenshots. MAG provides a unified evaluation for multimodal understanding and generation in live environments, which could support development of more capable web agents.

Motivation

Digital Adoption Platforms (DAPs) are embedded overlays widely used on web systems to guide users through operations inside a page, helping them get started with unfamiliar interfaces quickly.

Primary resources

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