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THUIR/
MemoryBench

Name: MemoryBench
Creator: THUIR
License: https://spdx.org/licenses/MIT.html

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MemoryBench

MemoryBench aims to provide a standardized and extensible benchmark for evaluating memory and continual learning in LLM systems — encouraging future work toward more adaptive, feedback-driven, and efficient LLM systems. Paper Link: https://arxiv.org/abs/2510.17281 Github: https://github.com/THUIR/MemoryBench

📢 May 26, 2026 Updated: This work has been accepted at ICML 2026 and selected for a SpotLight Paper!

📢 Dec. 8, 2025 Updated: We released an extended version… See the full description on the dataset page: https://huggingface.co/datasets/THUIR/MemoryBench.