ultralytics
Ultralytics YOLOE-L Real-Time Seeing Anything model with 26.2M parameters. Achieves 52.6 mAP50-95 on COCO dataset. Optimized for real-time inference with 6.2 ms speed on T4 GPU..
Running this yourself: can likely run on your own machine.
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Quality Score
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Arena ELO
26M
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 category does not have a stable public benchmark standard we trust enough to present as comparable benchmark coverage.
A full normalized benchmark row is not available for this model yet.
This usually means public benchmark sources have not published stable data for this release yet.
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Jun 2026
Released