ResearchTasksThroughput EvaluationFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedMELD EmotionAU-Harness17.3RTF6May 12, 2026vLLMThinKV6,622.4Throughput5May 11, 2026NLP variable-lengthELSA-FP165.03Throughput (M tok/s)4Apr 28, 2026