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    Ego2Act benchmark tests six video models on 110 real-world scenarios

    The team says it tested whether the models could generate egocentric execution from a scene and a goal.

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    TLDR

    A post introducing Ego2Act describes it as a benchmark for goal-directed video generation. The team says it tested six state-of-the-art models on 110 real-world scenarios to see whether, given a scene and a goal, they could generate egocentric execution to get the job done. The post links to a project page, a paper and a dataset.

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    3 Sources, first seen 5h ago

    Combined views

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    3 Sources, first seen 5h ago

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    3 Sources

    @patrickamadeus_🤖🤚 Give a video generation model a scene and a goal. Can it generate egocentric execution to get the job done? We tested 110 real-world scenarios on 6 SoTA models to see how they perform. Introducing Ego2Act, a goal-directed video generation benchmark 👇 🌐 http://ego2act.github.io 🧪 http://alphaxiv.org/abs/2610.01092 🤗 http://huggingface.co/datasets/ego2act/ego2act-bench [🧵Thread]5h
    @zhan1624Excited to share our new work, Ego2Act! We push video generation evaluation beyond “does the future look plausible?” to whether models can execute multi-step actions to achieve a goal. Toward evaluating video models as world simulators.🔥3h
    @mohitban47RT @zhan1624: Excited to share our new work, Ego2Act! We push video generation evaluation beyond “does the future look plausible?” to wheth…3h

    3 Sources

    @patrickamadeus_🤖🤚 Give a video generation model a scene and a goal. Can it generate egocentric execution to get the job done? We tested 110 real-world scenarios on 6 SoTA models to see how they perform. Introducing Ego2Act, a goal-directed video generation benchmark 👇 🌐 http://ego2act.github.io 🧪 http://alphaxiv.org/abs/2610.01092 🤗 http://huggingface.co/datasets/ego2act/ego2act-bench [🧵Thread]5h
    @zhan1624Excited to share our new work, Ego2Act! We push video generation evaluation beyond “does the future look plausible?” to whether models can execute multi-step actions to achieve a goal. Toward evaluating video models as world simulators.🔥3h
    @mohitban47RT @zhan1624: Excited to share our new work, Ego2Act! We push video generation evaluation beyond “does the future look plausible?” to wheth…3h