Official codebase for the paper "WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction"
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Updated
May 29, 2026 - Python
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memory-evaluation
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The open-source benchmark for LLM memory decay. Measure how Naive, RAG, Chunked RAG, Cascading, and SummaryMemory degrade over 100 conversation turns. Ebbinghaus forgetting curves, 5-provider LLM eval, multi-seed CI. No API key needed.
python nlp benchmarking machine-learning memory chatbot evaluation rag ebbinghaus streamlit ai-evaluation large-language-models llm conversation-memory rag-evaluation llm-memory llm-benchmark temporal-decay memory-decay memory-evaluation
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Updated
May 25, 2026 - Python
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