| --- |
| license: mit |
| tags: |
| - ai-memory |
| - ai-agents |
| - mcp |
| - benchmark |
| - retrieval |
| - memorygym |
| --- |
| |
| # Audrey Memory Benchmark Artifacts |
|
|
| This dataset publishes current Audrey benchmark artifacts for inspection and reproducibility. |
|
|
| Project: https://github.com/Evilander/Audrey |
| Package: https://www.npmjs.com/package/audrey |
| Live report Space: https://huggingface.co/spaces/Evilander/audrey-memory-benchmark-report |
|
|
| ## Current MemoryGym rerun after Audrey tag-isolation fix |
|
|
| Generated: `2026-05-01T04:38:49.849Z` |
| Local time: April 30, 2026, 11:38 PM Central |
| Suite: `MemoryGym Core` |
| Transport: Audrey HTTP sidecar on loopback |
| Providers: mock embeddings, mock LLM, isolated data directory |
|
|
| Audrey recall previously treated multiple tag filters as OR. MemoryGym sends `memorygym`, run id, and scenario id together; OR matching let unrelated scenario memories leak through. Audrey now requires all requested tags to match. |
|
|
| | Adapter | Score | Hit rate | P95 recall latency | |
| |---|---:|---:|---:| |
| | typed-semantic | 72.7% | 100.0% | 0.4 ms | |
| | hybrid | 72.7% | 100.0% | 0.3 ms | |
| | audrey-http | 57.5% | 85.7% | 3.8 ms | |
|
|
| ## Audrey before/after |
|
|
| | Run | Score | Hit rate | P95 recall latency | |
| |---|---:|---:|---:| |
| | Before tag fix | 34.3% | 42.9% | 3.7 ms | |
| | After tag fix | 57.5% | 85.7% | 3.8 ms | |
|
|
| ## Included files |
|
|
| - `memorygym-before-tag-filter.json`: raw MemoryGym run before the Audrey tag fix |
| - `memorygym-after-tag-filter.json`: raw MemoryGym run after the Audrey tag fix |
| - `memorygym-current-run.json`: current raw run, currently same as after-fix run |
| - `memorygym-current-summary.json`: compact summary and finding notes |
| - `memorygym-before-after.svg`: before/after graph |
| - `memorygym-score.svg`: score graph |
| - `memorygym-hit-rate.svg`: hit-rate graph |
| - `memorygym-p95-recall-latency.svg`: latency graph |
| - `audrey-benchmark-report.png`: full-page screenshot of the current report |
| - `index.html`: static report source |
|
|
| ## Claim boundary |
|
|
| This is a current MemoryGym local benchmark artifact. It is not an official AMB, |
| LoCoMo, LongMemEval, Papers with Code, or CodeSOTA leaderboard score. |
|
|
| The current run is intentionally published with the remaining gaps. The next fix |
| targets are current-belief precedence and context-aware ranking. |
|
|
