AI RESEARCH
ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery
arXiv CS.LG
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ArXi:2605.16902v1 Announce Type: new Scientific artifacts such as models and datasets are foundations for research. With the rapid growth of platforms like HuggingFace, researchers now have access to a large number of artifacts. Yet, a key challenge remains: how can we automatically discover the state-of-the-art (SOTA) model for a given dataset by fully leveraging existing artifacts? We formalize this task as automatic SOTA discovery by modeling HuggingFace as an artifact graph, where nodes are models/datasets and edges represent evaluations.