TWIST: A Proposed Benchmark for Intervention Quality in Conversational Memory, with a Human-Validated Draft-Alignment
cs.AI
Submitted: 2026-09-23
Updated: 2026-09-23
Code: https://github.com/subratpanda/twist-benchmark
Terminology
Sources
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- Evaluating Very Long-Term Conversational Memory of LLM Agents
- Fortunate Recall: Ontology-Driven Memory Lifecycle Management for Persistent Coherence in LLMs
- BeliefShift: Benchmarking Temporal Belief Consistency and Opinion Drift in LLM Agents
- Graph-Native Cognitive Memory for AI Agents: Formal Belief Revision Semantics for Versioned Memory Architectures
- PersistBench: When Should Long-Term Memories Be Forgotten by LLMs?
- Zep: A Temporal Knowledge Graph Architecture for Agent Memory
- From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents
- SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents
- Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
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