Base44 Superagents-AI agent that does it all
Mini toolsOmniScient Model
By ByteDance
OSM uses a large language model as a generative mask classifier to produce entity names directly, enabling cross-dataset training without label-space harmonization and improving recognition of novel real-world concepts beyond fixed vocabularies.
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Gen 7
Overview
OmniScient Model (OSM) is an open-ended visual recognition approach that predicts free-form class labels for visual entities without requiring a predefined vocabulary at test time.
About ByteDance
ByteDance is a multinational technology company known for its content platforms, including TikTok and Douyin.
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Last updated: February 27, 2026
