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LLM behavior monitoring research benchmarks · SOTA2 Research

LLM behavior monitoring

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SHADE-Arena (test)

Agent-ToM (external memory, Stage 1–2)

75.2Accuracy

8

May 26, 2026

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