On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards

On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards

4 July 2024

Ahmed E. Hassan

Papers citing "On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards"

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Title
Foundation Models for Biomedical Image Segmentation: A Survey Ho Hin Lee Yu Gu Theodore Zhao Yanbo Xu Jianwei Yang ... Mu-Hsin Wei Bennett A. Landman Yuankai Huo Alberto Santamaría-Pang Hoifung Poon MedIm VLM 25 7 0 15 Jan 2024
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 127 0 24 Oct 2023
On the Impossible Safety of Large AI Models El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui Nirupam Gupta L. Hoang Rafael Pinot Sébastien Rouault John Stephan 26 17 0 30 Sep 2022
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 28 25 0 31 Aug 2021