The Agent Memory Benchmark Wars: 5 Benchmarks That Exposed AI's Amnesia Problem in 12 Months
A technical comparison of STATE-Bench, AMA-Bench, GroupMemBench, MemoryArena, and EvoMemBench — five benchmarks proving AI agents cannot remember and the graph architectures that might fix it.
ai-agentsmemorybenchmarkstate-benchllmevaluationknowledge-graphs