$\mathcal{M}^4$: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models

Item #:

075280-0081

Details

DOI: https://doi.org/10.52202/075280-0081
Author(s): Yekun Chai, Jiamin Chen, Mengnan Du, Himabindu Lakkaraju, Xuhong Li, Haoyi Xiong
Pages: 1630-1643 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0081
Author(s): Yekun Chai, Jiamin Chen, Mengnan Du, Himabindu Lakkaraju, Xuhong Li, Haoyi Xiong
Pages: 1630-1643 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)