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News/Robust Onion: Peeling Open Vocab Object Detectors Under Noise
arxiv
PublishedJune 26, 2026 at 4:00 AM

Robust Onion: Peeling Open Vocab Object Detectors Under Noise

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arXiv:2606.26734v1 Announce Type: cross Abstract: The impact of real-world noise on Open Vocabulary Object Detectors (OV-ODs) remains poorly understood due to their architectural complexity. We present our comprehensive analysis Robust Onion, an empirical study that uses controlled synthetic visual

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