| --- |
| language: |
| - zh |
| - en |
| pretty_name: MATTER-604 Public Questions |
| license: apache-2.0 |
| size_categories: |
| - n<1K |
| task_categories: |
| - question-answering |
| tags: |
| - materials-science |
| - agent |
| - benchmark |
| - hidden-test |
| --- |
| |
| # MATTER-604 Public Questions |
|
|
| MATTER-604 evaluates materials-science Agents on structure construction and |
| retrieval, scientific analysis, workflow orchestration, input generation, |
| data diagnosis, execution contracts, batch processing, and safety refusal. |
|
|
| This repository contains the 604 public task prompts and declared input |
| fixtures. It intentionally does **not** contain per-task reference answers, |
| checklists, Gold thresholds, or the private evaluator. Submit answers and task |
| artifacts through the benchmark evaluation service. |
|
|
| ## Splits |
|
|
| `data/test.jsonl` contains the 604 evaluation questions. The test labels are |
| private. `fixtures/` contains only local files explicitly declared by a task's |
| `data_files` field. |
|
|
| Six declared inputs are not copied into this repository: two VASP POTCAR files |
| and four third-party publisher PDFs. Their records use |
| `distribution=restricted` and provide the exact SHA-256 plus lawful acquisition |
| instructions. A runner must provision those files outside the dataset repo and |
| verify their hashes before starting the affected task. |
|
|
| ## Scoring method |
|
|
| Each private checklist item receives a binary pass/fail verdict and an optional |
| weight. Within each active axis: |
|
|
| `axis_score = sum(pass_i * item_weight_i) / sum(item_weight_i)` |
|
|
| The overall score is the weighted mean of active correctness, grounding, and |
| efficiency axes. Exact per-task criteria, expected values, tolerances, and |
| Gold files remain private to prevent direct answer lookup. |
|
|
| ## Intended use and contamination policy |
|
|
| Use this dataset for evaluation, not training or answer distillation. Public |
| availability cannot technically prevent training; benchmark users should |
| disclose any exposure to MATTER questions or model answers. The official score |
| is produced only by the versioned private evaluator identified in |
| `private_eval_commitment.json`. |
|
|
| ## Runtime |
|
|
| The closed-source MatMaster image is not distributed. Third-party Agents may |
| use their own runtime as long as they receive only the public task package and |
| return the documented answer/artifact bundle. |
|
|
| ## License |
|
|
| MATTER-owned benchmark content in this repository is released under |
| Apache-2.0. Restricted VASP POTCAR files and third-party publisher PDFs are not |
| included and are not covered by this repository's Apache-2.0 license. |
|
|
