Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities

27 January 2022

Papers citing "Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities"

6 / 6 papers shown

Title
Advancing Post Hoc Case Based Explanation with Feature Highlighting Eoin M. Kenny Eoin Delaney Markt. Keane 26 5 0 06 Nov 2023
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection Yi Yao Peng Liu Tiancheng Zhao Qianqian Zhang Jiajia Liao Chunxin Fang Kyusong Lee Qing Wang VLM ObjD 17 12 0 25 Aug 2023
Adaptive Testing of Computer Vision Models Irena Gao Gabriel Ilharco Scott M. Lundberg Marco Tulio Ribeiro VLM 12 42 0 06 Dec 2022
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations Tiancheng Zhao Tianqi Zhang Mingwei Zhu Haozhan Shen Kyusong Lee Xiaopeng Lu Jianwei Yin VLM CoGe MLLM 34 91 0 01 Jul 2022
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation Yao Qin Chiyuan Zhang Ting Chen Balaji Lakshminarayanan Alex Beutel Xuezhi Wang ViT 42 42 0 15 Oct 2021
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 144 370 0 09 May 2020