List your company

Research

Benchmarks

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

309,131 benchmarksPage 1905 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text GenerationAggregate NLP Tasks (GEC, Smart Reply, Summarization, Tone Adjustment, QA) (test)nlp18Feb 26, 2026
Node classificationDBLP 20% Uniform Noise (test)graph18Feb 26, 2026
ClusteringEPtabular time series18Feb 26, 2026
ClusteringVEtabular time series18Feb 26, 2026
ClusteringECtabular time series18Feb 26, 2026
LLM Training OptimizationQwen 3 1.7Bmiscellaneous18Feb 26, 2026
Digit ClassificationDomainNet (test)computer vision18Feb 26, 2026
Digit ClassificationRotatedMNIST (test)computer vision18Feb 26, 2026
Graph Anomaly DetectionFlickr (test)graph18Feb 26, 2026
Lead Time PredictionShipyard pipe spool datasettabular time series18Feb 26, 2026
Question Answering and Commonsense ReasoningZero-Shot Evaluation Suite (Arc-e, Arc-c, Boolq, Hellaswag, Openbookqa, Piqa, SciQ, Winogrande)nlpllm chat instruction18Feb 26, 2026
Knowledge EvaluationMMLU-Reduxnlp18Feb 26, 2026
PDE SolvingANISOTROPIC PDEmiscellaneous18Feb 26, 2026
Agentic task completionScienceWorldagents tool use18Feb 26, 2026
Agentic task completionALFWorldagents tool use18Feb 26, 2026
Evaluation score correlation with ground-truth correctness37k questions across 85 domainsmiscellaneous18Feb 26, 2026
Activation ReconstructionPythia model activationsmiscellaneous18Feb 26, 2026
Concept Component AnalysisConcept Component Analysis Evaluation Set (test)nlp18Feb 26, 2026
Aesthetic Quality AssessmentAVA v1 (test)computer vision18Feb 26, 2026
Regressioninsurancetabular time series18Apr 23, 2026
Model RoutingModel Routing Suite MathQA, LogiQA, MedQA, PIQA, TruthQA, MMLU, GSM8k, GPQA, ASDiv, SoQAllm chat instructionnlp18Feb 26, 2026
Correctness PredictionSoQAnlp18Feb 26, 2026
Correctness PredictionASDivnlp18Feb 26, 2026
Correctness PredictionGPQAnlp18Feb 26, 2026
Correctness PredictionGSM8knlp18Feb 26, 2026