ResearchTasksLong-horizon dialogue memory and conversational information trackingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedLongMemEval 115K-token SInfoMem12.8LLM-as-Judge Accuracy4Jun 4, 2026