VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models

VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models

30 May 2022

Wangchunshu Zhou

Papers citing "VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models"

16 / 16 papers shown

Title
@Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology Xin Jiang Junwei Zheng Ruiping Liu Jiahang Li Jiaming Zhang Sven Matthiesen Rainer Stiefelhagen VLM 18 0 0 21 Sep 2024
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models Sijie Cheng Zhicheng Guo Jingwen Wu Kechen Fang Peng Li Huaping Liu Yang Janet Liu EgoV LRM 18 15 0 27 Nov 2023
Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models Zheng Ma Mianzhi Pan Wenhan Wu Ka Leong Cheng Jianbing Zhang Shujian Huang Jiajun Chen VLM CoGe 18 3 0 06 Aug 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 11 38 0 21 Jun 2023
Model Agnostic Sample Reweighting for Out-of-Distribution Learning Xiao Zhou Yong Lin Renjie Pi Weizhong Zhang Renzhe Xu Peng Cui Tong Zhang OODD 18 60 0 24 Jan 2023
GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods Da Yin Feng Gao Govind Thattai Michael F. Johnston Kai-Wei Chang VLM 25 15 0 05 Jan 2023
VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models Felix Vogel Nina Shvetsova Leonid Karlinsky Hilde Kuehne VLM 54 7 0 12 Sep 2022
Write and Paint: Generative Vision-Language Models are Unified Modal Learners Shizhe Diao Wangchunshu Zhou Xinsong Zhang Jiawei Wang MLLM AI4CE 8 15 0 15 Jun 2022
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training Yan Zeng Wangchunshu Zhou Ao Luo Ziming Cheng Xinsong Zhang VLM 9 30 0 01 Jun 2022
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 71 79 0 08 Nov 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 92 167 0 28 Sep 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,077 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 213 196 0 07 Feb 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018