ResearchDatasetsWithin-lab corpusWithin-lab corpusFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsDiscrete black-boxWithin-lab corpus Direction C - ICL97R1Smooth bilevel F(M)Within-lab corpus mask identity1R1Smooth LoRA rescueWithin-lab corpus §5.1 κ-sparsity1R Score1Smooth MoE routingWithin-lab corpus Case 1: MoE-Lifecycle1R Score1