SimplesmenteIA
ACE-Step 1. 5 is an open-source music model similar to Suno, Udio, Mureka, Lyria, etc. Workflows are embedded in the videosJust drag and drop them into ComfyUI to import it (it includes an optional group of nodes to load a static image and turn it into a video along with the generated song).
Running this yourself: can likely run on your own machine.
This model is still tracked for research and discovery, but it is excluded from default public rankings until it returns to active status.
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Quality Score
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Arena ELO
Unknown
Parameters
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Context
Use this section to answer one simple question first: how much outside evidence do we have that this model performs well? Structured benchmark scores appear first, then official provider evidence, then live arena signal.
This model has normalized benchmark rows, so scores here are directly comparable across benchmark sources.
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Released
These are recent benchmark or leaderboard claims from official provider sources. They are useful for freshness and context, but they are not treated the same as normalized independent benchmark rows.
ugaiforge - SWE-Bench Verified
SWE-Bench Verified resolved rate 41.6
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