ResearchDatasets128K context128K contextFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsSparse Decode Performance128K Context irregular sparse decode76.77Speedup Factor32Long-context evaluation128K context80.12Quality Score (Q)6