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20242026
most citedLCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies

1 citations · 1 across the 7 of their papers we have counts for

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cs.CV2024

Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms

Zhangheng Li, Keen You, Haotian Zhang +7

Building a generalist model for user interface (UI) understanding is challenging due to various foundational issues, such as platform diversity, resolution variation, and data limi…

cs.LG2024★ 1 cited

LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class Taxonomies

Jia Shi, Gautam Gare, Jinjin Tian +6

We tackle the challenge of predicting models' Out-of-Distribution (OOD) performance using in-distribution (ID) measurements without requiring OOD data. Existing evaluations with "E…