1 link tagged with all of: agent memory + benchmark + longmemeval + evaluation
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Redis published benchmark results showing its memory system outperforms other production systems on LongMemEval, a standard test for long-term agent memory. The report also flags that published memory benchmarks often don't replicate when re-tested independently.
- Redis' Remis + Instruct strategy achieved 86.5% task-averaged accuracy on LongMemEval, the highest among production systems tested on GPT-4o, at lower cost than competitors
- Oracle's managed service scored slightly higher (within 0.5 points) but uses a stronger answer model
- Vertex Memory Bank's actual performance (42.4%) significantly underperformed its published results (~70%), suggesting benchmark results don't always hold up in real-world setups