linalgbench2026/LinAlgBench
LinAlg-Bench: A Forensic Benchmark Revealing Structural Failure Modes in LLM Mathematical Reasoning A diagnostic benchmark evaluating 10 frontier LLMs on linear algebra computation across a strict dimensional gradient (3×3, 4×4, 5×5 matrices), with automated three-stage forensic error classification revealing that LLM mathematical failure is structurally constrained by algorithm family and matrix dimension rather than random. Overview LinAlg-Bench is a diagnostic… See the full description on the dataset page: https://huggingface.co/datasets/linalgbench2026/LinAlgBench.
| Author / organization | linalgbench2026 |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 334 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 4 May 2026 |
| Last updated at source | 6 May 2026 |
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- 17 Oct 2026 Description: LinAlg-Bench: A Forensic Benchmark Revealing Structural Failure Modes in LLM Mathematical Reasoning A diagnostic benchmark evaluating 10 frontier LLMs on linear algebra computation across a strict dimensional gradient (3×3, 4×4, 5×5 matrice → LinAlg-Bench: A Forensic Benchmark Revealing Structural Failure Modes in LLM Mathematical Reasoning A diagnostic benchmark evaluating 10 frontier LLMs on linear algebra computation across a strict dimensional gradient (3×3, 4×4, 5×5 matrice
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