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Agentic memory research benchmarks · SOTA2 Research

Agentic memory

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GoLongRL (w. TMN-Reweight)

46.5Accuracy

5

May 20, 2026

GoLongRL (w. GRPO)

21.9Accuracy

5

May 20, 2026

QwenLong L1.5-30B

16.1Accuracy

5

May 20, 2026

QwenLong-L1.5-30B-A3B

24.52Memory Sum Component

2

Feb 26, 2026

Popular datasets

BFCL Memory-KV Memory-Vec Memory-Rec_Sum

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