: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models.
Xuhong LiMengnan DuJiamin ChenYekun ChaiHimabindu LakkarajuHaoyi XiongPublished in: NeurIPS (2023)
Keyphrases
- face recognition
- evaluation metrics
- evaluation methods
- statistical models
- significant improvement
- predictive power
- preprocessing
- machine learning methods
- similarity metrics
- predictive model
- gold standard
- evaluation method
- statistical model
- learned models
- feature extraction
- data sets
- search engine
- evaluation methodology
- error metrics
- evaluation criteria
- evaluation measures
- classification models
- empirical studies
- feature selection