Assessing Brittleness of Image-Text Retrieval Benchmarks from
Vision-Language Models Perspective

Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective

21 July 2024

Mariya Hendriksen

Maarten de Rijke

Papers citing "Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective"

6 / 6 papers shown

Title
Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control Thong Nguyen Mariya Hendriksen Andrew Yates Maarten de Rijke 42 7 0 27 Feb 2024
Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning Maurits J. R. Bleeker Mariya Hendriksen Andrew Yates Maarten de Rijke VLM 40 3 0 27 Feb 2024
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 189 499 0 22 Feb 2022
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding Jasmine Collins Shubham Goel Kenan Deng Achleshwar Luthra Leon L. Xu ... T. F. Y. Vicente T. Dideriksen H. Arora M. Guillaumin Jitendra Malik 154 217 0 12 Oct 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 298 3,700 0 11 Feb 2021
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval A. Brown Weidi Xie Vicky Kalogeiton Andrew Zisserman 44 163 0 23 Jul 2020