ResearchTasksMany-shot ICL EfficiencyMany-shot ICL EfficiencyFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updated30k Context Length Pool (Llama-3.1-8B)Finetuning0.08Inference Latency (Relative)4Feb 26, 2026