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Memory Capability Evaluation research benchmarks · SOTA2 Research

Memory Capability Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BEAM 100K tokens

5Abstention Rate

18

May 26, 2026

BEAM 10M tokens

Llama Maverick (Vanilla)

5Abstention Rate

12

Feb 26, 2026

Llama Maverick (Vanilla)

22.1Abstention

12

May 7, 2026

BEAM 500K tokens

GPT-4.1-nano (RAG)

82.8Abstention Rate

12

Feb 26, 2026

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