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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 453 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationCiteSeer (60%/20%/20%)graph45Mar 11, 2026
Image ClassificationImageNet (val)computer vision45Feb 26, 2026
Unconditional generationOpenWebText (OWT) L=1024 (held-out)nlp45Feb 26, 2026
Question AnsweringTriviaQA (TQA) (test)nlp45Feb 26, 2026
Question AnsweringNatural Questions (NQ) (test)nlp45Feb 26, 2026
Table Fact VerificationInfoTabsnlptabular time series45Apr 7, 2026
Table Question AnsweringTAT-QAnlpretrieval search rag45Apr 7, 2026
Entity RegressionRelBench v1.0 (test)nlp45May 11, 2026
Graph GenerationEnzymesgraphbio medical45Apr 3, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp45Feb 26, 2026
Question AnsweringDisambiguationQAnlp45Feb 26, 2026
Audio Assessment CorrelationPAMspeech audio45Jun 4, 2026
Traveling Salesman ProblemTSP 1K (test)miscellaneous45Apr 16, 2026
Question AnsweringLoCoMonlp45Apr 21, 2026
Question AnsweringDROPnlp45May 21, 2026
Molecular GenerationZINC 250kbio medical45May 19, 2026
Code GenerationLiveCodeBench v6code developer ai45Jul 2, 2026
Function SelectionTaskBench HuggingFaceagents tool use45Feb 26, 2026
Capacitated Vehicle Routing ProblemCVRPLib (test)miscellaneous45Jun 11, 2026
Time Series ForecastingEURUSD (test)tabular time series45Feb 26, 2026
Time Series ForecastingWTI (test)tabular time series45Feb 26, 2026
Time Series ForecastingS&P500 (test)tabular time series45Feb 26, 2026
Node ClassificationCiteSeergraph45Mar 23, 2026
Mathematical ReasoningAIME25 (test)llm chat instructionnlp45Jun 16, 2026
Adjacency Matrix ReconstructionGraph Data Instancesgraph45Feb 26, 2026