Salesforce/FaithEval-inconsistent-v1.0
FaithEval FaithEval is a new and comprehensive benchmark dedicated to evaluating contextual faithfulness in LLMs across three diverse tasks: unanswerable, inconsistent, and counterfactual contexts. [Paper] FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows", ICLR 2025, https://arxiv.org/abs/2410.03727 [Code and Detailed Instructions] https://github.com/SalesforceAIResearch/FaithEval Disclaimer and Ethical… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/FaithEval-inconsistent-v1.0.
| Author / organization | Salesforce |
|---|---|
| Downloads | 1.4K (as reported by Hugging Face) |
| Likes | 3 |
| Created | 2 October 2024 |
| Last updated at source | 1 February 2025 |
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Recent changes
- 16 Oct 2026 Description: FaithEval FaithEval is a new and comprehensive benchmark dedicated to evaluating contextual faithfulness in LLMs across three diverse tasks: unanswerable, inconsistent, and counterfactual contexts. [Paper] FaithEval: Can Your Language Model → FaithEval FaithEval is a new and comprehensive benchmark dedicated to evaluating contextual faithfulness in LLMs across three diverse tasks: unanswerable, inconsistent, and counterfactual contexts. [Paper] FaithEval: Can Your Language Model
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