Benchmark Radar
AI BENCHMARK PROFILE

Ego-MC-Bench

General AIMultimodal Perception

Ego-MC-Bench is a benchmark for evaluating reactive step-by-step task guidance in cooking scenarios, focusing on timely interventions when mistakes occur.

Released
2026-06-08
Readiness
Inspectable
Primary field
General AI

Why it matters

The benchmark addresses the capability of video LLMs to intervene proactively during task execution, which is crucial for practical guidance assistants.

Motivation

Learning everyday skills, like cooking a dish, relies increasingly on instructional media such as online videos.

Primary resources

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