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Papers Benchmarks Datasets Tasks

Conversational Memory Retrieval research benchmarks · SOTA2 Research

Conversational Memory Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LoCoMo FULL v363 (test)

mxbai_ce_top500

80.8R@10

6

Jun 11, 2026

LongMemEval Clean500

98.35Recall@10

5

May 28, 2026

LongMemEval Stress1000 seed 23

81.95Recall@10

4

May 28, 2026

LoCoMo V3.3 (Mode A)

80Single-Hop Accuracy

3

Apr 7, 2026

LoCoMo RESCUABLE_STALE_TOP1 alpha

0.309MRR

1

May 28, 2026

LoCoMo CONV_TOP1_WRONG_GOLD_IN_POOL alpha

29.94MRR

1

May 28, 2026

LoCoMo alpha (T_SUP_auto)

55.08MRR

1

May 28, 2026

LoCoMo alpha (FULL)

56.38MRR

1

May 28, 2026

Popular datasets

Locomo LongMemEval

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