ResearchTasksMany-shot ICL EfficiencyFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast Updated30k Context Length Pool (Llama-3.1-8B)Finetuning0.08Inference Latency (Relative)4Feb 26, 2026