| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| tags: |
| - lean4 |
| - theorem-proving |
| - mathematics |
| - proofnet |
| - undergraduate-mathematics |
| - formal-verification |
| size_categories: |
| - n<1K |
| dataset_info: |
| features: |
| - name: uuid |
| dtype: string |
| - name: name |
| dtype: string |
| - name: formal_statement |
| dtype: string |
| - name: goal_state |
| dtype: string |
| splits: |
| - name: validation |
| num_bytes: 67076 |
| num_examples: 185 |
| - name: test |
| num_bytes: 66903 |
| num_examples: 186 |
| download_size: 69538 |
| dataset_size: 133979 |
| configs: |
| - config_name: default |
| data_files: |
| - split: validation |
| path: data/validation-* |
| - split: test |
| path: data/test-* |
| --- |
| |
| # ProofNet-SATP — Lean 4 (371 problems, SATP-normalized) |
|
|
| ProofNet (undergraduate-level mathematics theorem-proving benchmark, 371 |
| problems from Rudin / Munkres / Dummit-Foote / Axler / Herstein / |
| Ireland-Rosen / Artin) normalized for the SATP-DSP-Eval pipeline. |
|
|
| Upstream: [deepseek-ai/DeepSeek-Prover-V1.5](https://github.com/deepseek-ai/DeepSeek-Prover-V1.5) |
| `datasets/proofnet.jsonl` — the Lean 4 port of |
| [hoskinson-center/proofnet](https://huggingface.co/datasets/hoskinson-center/proofnet) |
| shipped with DeepSeek-Prover V1.5. |
|
|
| ## Differences from upstream |
|
|
| | Field | Upstream | This repo | |
| |-------|----------|-----------| |
| | `formal_statement` | bare theorem | `import Mathlib\n\n<theorem>` (header baked in) | |
| | `uuid` | absent | `sha256(canonical(formal_statement))[:16]` after baking | |
| | `split` | `valid` / `test` | `validation` / `test` (matches minif2f-satp naming) | |
| | `goal_state` | shipped as `goal` | renamed; value byte-identical | |
|
|
| **Dropped**: `informal_prefix` (the `/-- ... -/` English statement). Mirrors |
| `ChristianZ97/minif2f-satp` which drops informal_* fields. The SATP eval |
| pipeline reads only `formal_statement`. |
|
|
| **Dropped from baked header**: the per-row `open` / `open scoped` / |
| `set_option` directives. Only `import Mathlib` is baked in. Same pattern |
| as `minif2f-satp`. Consumer scripts strip the import preamble then layer |
| their own canonical opens. |
|
|
| ## Schema |
|
|
| | Field | Type | Description | |
| |-------|------|-------------| |
| | `name` | `str` | Stable identifier, upstream verbatim (e.g. `exercise_1_13a`) | |
| | `uuid` | `str` | `sha256(canonical(formal_statement))[:16]` | |
| | `split` | `str` | `"validation"` (185 rows) or `"test"` (186 rows) | |
| | `formal_statement` | `str` | `import Mathlib\n\n<theorem>`, ends in ` := by` | |
| | `goal_state` | `str` | Initial proof goal, byte-identical to DSP V1.5 | |
|
|
| ## Citation |
|
|
| ```bibtex |
| @inproceedings{azerbayev2023proofnet, |
| title={ProofNet: Autoformalizing and Formally Proving |
| Undergraduate-Level Mathematics}, |
| author={Zhangir Azerbayev and Bartosz Piotrowski and Hailey Schoelkopf |
| and Edward W. Ayers and Dragomir Radev and Jeremy Avigad}, |
| booktitle={Proceedings of the 12th International Conference on Learning |
| Representations (ICLR)}, |
| year={2024} |
| } |
| ``` |
|
|
