PapersWithCode Adds Multi-Metric and Lineage Support
·2026.05.24 21:31
Key point
PapersWithCode has updated with new features including multi-metric support, external paper registration, and paper lineage display.
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Details
PapersWithCode, run by the Hugging Face open-source team, has introduced new features to improve research convenience.
The key updates are as follows:
- Multi-metric support: Leaderboards now allow viewing multiple metrics for a single benchmark at the same time. For example, automatic speech recognition (ASR) provides both WER and RTFx, while object detection provides both mAP and FPS together.
- External paper support: In addition to arXiv, papers from external sources such as GitHub repositories, blog posts, and BiorXiv can now be registered. Upon submission, AI automatically links tags, GitHub repositories, evaluation metrics, and more.
- Paper lineage display: When a given paper has a predecessor or follow-up work, a banner is displayed at the top of the abstract, making it easy to grasp the flow of research.
- New methodology support: Based on popularity, the latest methodologies such as Mamba-2 and Gated DeltaNet are now supported, along with a list of papers that cite these methodologies.
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