M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models

Xuhong Li, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju +1 more
2/12/2026

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@article{li2026unified,
  title  = {M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models},
  author = {Xuhong Li and Mengnan Du and Jiamin Chen and Yekun Chai and Himabindu Lakkaraju and Haoyi Xiong},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:7ca43649f19856d50a563cacfab833a07d009623},
  journal = {NEURIPS 2023 2023}
}

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