Table · dataset · 2026
Faithform-LLMs
Listed in Hugging Face Datasets
Faithform-LLMs Benchmark D of FaithformBench: Benchmarking Faithfulness of Mathematical Chain-of-Thought Autoformalisation (Cornish, Ghinassi, et al., 2026).
Description
Faithform-LLMs follows the same design as Faithform-AF, but the formalisers are four general-purpose frontier LLMs: GPT-5.2, Gemini 3.1 Pro, Claude Opus 4.7 and Qwen Plus. They are applied to every verifiable step of FaithformBench, in both its original and its LLM-perturbed (BrokenMath-style) form.
Each model is prompted… See the full description on the dataset page: huggingface.co/datasets/ighina/Faithform-LLMs.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ighina/Faithform-LLMs ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2608.10916 arxiv.org/abs/2608.10916 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ighina/Faithform-LLMs ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text · text generation
- From keywords
- Computer Science & AI · Mathematics & Statistics
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ighina/Faithform-LLMs | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['mathematics'] |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |