| --- |
| pretty_name: PraxisMemBench |
| license: other |
| license_name: praxismembench-data-terms |
| license_link: LICENSE |
| language: |
| - en |
| tags: |
| - benchmark |
| - memory |
| --- |
| |
| # PraxisMemBench |
|
|
| PraxisMemBench is a harness-based benchmark for persistent personal assistance |
| across daily-life and work trajectories. It evaluates how memory methods manage |
| personal memory, procedural memory, and their evolving relationships. |
|
|
| ## Data |
|
|
| | Archive | Trajectories | Sessions | Personas | History conversations | |
| |---|---:|---:|---:|---:| |
| | [train.tar.gz](train.tar.gz) | 20 | 500 | 20 | 27,247 | |
| | [test.tar.gz](test.tar.gz) | 20 | 500 | 20 | 20,559 | |
|
|
| Archives extract into `train/` or `test/`: |
|
|
| ```text |
| train/ or test/ |
| trajectories/<id>/sessions/ |
| personas/ |
| conversation_history/ |
| ``` |
|
|
| Each trajectory contains 25 chronological sessions. Session files provide task |
| instructions, interaction scripts, application fixtures, scoring rules, and |
| persona changes. `persona_file` paths are relative to the split root. |
|
|
| Interaction turns reference ordered `history_before` IDs. Conversation records |
| contain `history_id`, `source`, `source_split`, and ordered `messages` with |
| `role` and `content`. Each split has four conversation shards; its |
| `conversation_history/manifest.json` records source revisions and shard hashes. |
|
|
| For installation and evaluation instructions, see the companion |
| [PraxisMemBench code repository](https://github.com/QMMMS/PraxisMemBench). |
|
|
| ## License And Sources |
|
|
| See [LICENSE](LICENSE) for the component-specific data terms and source links. |
| The `other` metadata label refers to that document. Source dialogue content |
| may be retained, wrapped with persona context, or otherwise adapted; the source |
| and split fields identify its provenance. |
|
|
|
|
