Evaluating Out-of-Distribution Performance on Document Image Classifiers

Evaluating Out-of-Distribution Performance on Document Image Classifiers

14 October 2022

Papers citing "Evaluating Out-of-Distribution Performance on Document Image Classifiers"

15 / 15 papers shown

Title
Towards an Improved Metric for Evaluating Disentangled Representations Sahib Julka Yashu Wang Michael Granitzer 29 0 0 04 Oct 2024
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications Jordy Van Landeghem Subhajit Maity Ayan Banerjee Matthew Blaschko Marie-Francine Moens Josep Lladós Sanket Biswas 43 2 0 12 Jun 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification Zhijian Li Stefan Larson Kevin Leach OODD 27 1 0 08 Mar 2024
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 18 14 0 26 Dec 2023
Diving into the Depths of Spotting Text in Multi-Domain Noisy Scenes Alloy Das Sanket Biswas Umapada Pal Josep Lladós 16 3 0 01 Oct 2023
Beyond Document Page Classification: Design, Datasets, and Challenges Jordy Van Landeghem Sanket Biswas Matthew B. Blaschko Marie-Francine Moens 35 6 0 24 Aug 2023
On Evaluation of Document Classification using RVL-CDIP Stefan Larson Gordon Lim Kevin Leach 26 3 0 21 Jun 2023
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models Jiabang He Yilang Hu Lei Wang Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen VLM OOD 22 2 0 05 Jun 2023
GVdoc: Graph-based Visual Document Classification Fnu Mohbat Mohammed J. Zaki Catherine Finegan-Dollak Ashish Verma OOD 24 1 0 26 May 2023
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 39 79 0 15 Nov 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 19 10 0 30 Aug 2022
VLCDoC: Vision-Language Contrastive Pre-Training Model for Cross-Modal Document Classification Souhail Bakkali Zuheng Ming Mickael Coustaty Marccal Rusinol O. R. Terrades VLM 44 30 0 24 May 2022
MATrIX -- Modality-Aware Transformer for Information eXtraction Thomas Delteil Edouard Belval L. Chen Luis Goncalves Vijay Mahadevan 17 3 0 17 May 2022
Are Transformers More Robust Than CNNs? Yutong Bai Jieru Mei Alan Yuille Cihang Xie ViT AAML 192 258 0 10 Nov 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 147 498 0 29 Dec 2020