ResearchTasksNeedle-in-a-Haystack (NIAH) retrievalNeedle-in-a-Haystack (NIAH) retrievalFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedBABILong 8KMemDLM (Train & Inference)57Accuracy6Mar 24, 2026BABILong 4KMemDLM (Train & Inference)61.2Accuracy6Mar 24, 2026BABILong 2KMemDLM (Train & Inference)65.2Accuracy6Mar 24, 2026RULER 8KMemDLM (Train & Inference)99.9MV Success Rate6Mar 24, 2026RULER 4KMemDLM (Train & Inference)100MV Accuracy6Mar 24, 2026