GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network
Explanations

GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations

28 September 2023

Kenza Amara

Mennatallah El-Assady

Papers citing "GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations"

4 / 4 papers shown

Title
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI Xu Zheng Farhad Shirani Zhuomin Chen Chaohao Lin Wei Cheng Wenbo Guo Dongsheng Luo AAML 28 0 0 03 Oct 2024
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio' Bruno Lepri Andrea Passerini 42 27 0 27 Oct 2022
Explainability in Graph Neural Networks: A Taxonomic Survey Hao Yuan Haiyang Yu Shurui Gui Shuiwang Ji 162 589 0 31 Dec 2020
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 157 1,748 0 02 Mar 2017