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chrishuan
2026-05-12 23:21:29 +08:00
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| :------ | :--- | :---: | :---: | :---: | :---: | :---: | :---: |
| **短期记忆** | WideSearch | 33% | **50%** | **+51.52%** | 221.31M | **85.64M** | **−61.38%** |
| **短期记忆** | SWE-bench | 58.4% | **64.2%** | **+9.93%** | 3474.1M | **2375.4M** | **−33.09%** |
| **短期记忆** | AA-LCR | 44.0% | **47.5%** | **+7.95%** | 112.0M | **77.3M** | **−31%** |
| **短期记忆** | AA-LCR | 44.0% | **47.5%** | **+7.95%** | 112.0M | **77.3M** | **−30.98%** |
| **长期记忆** | PersonaMem | 48% | **76%** | **+59%** | — | — | — |
> 超长 Session 评测不是单题清空上下文，而是把多个任务拼接到同一个 Session 中连续执行。例如 SWE-bench 每个 Session 连续执行 50 个任务，用来模拟真实长程 Agent 的上下文累积压力。