ResearchTasksWord-level Language ModelingWord-level Language ModelingFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedWikiText-103 word-level (test)KNN-LM15.79PerplexityWord-level Language Modeling on WikiText-103 (test) performance trend65Feb 26, 2026WikiText-103 (dev)adaptive kNN-LM15.72Perplexity64Feb 26, 2026Penn Treebank Word-levelAWD-LSTM-MoS + Dynamic Eval.47.7Perplexity2Feb 26, 2026Wiki-103 Word-levelNeural Cache Model (Large)40.4Perplexity2Feb 26, 2026
WikiText-103 word-level (test)KNN-LM15.79PerplexityWord-level Language Modeling on WikiText-103 (test) performance trend65Feb 26, 2026