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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 1234 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ClusteringSeedstabular time series24May 22, 2026
Question AnsweringARC (test)nlp24Feb 26, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp24Feb 26, 2026
Symbolic ReasoningCountdownnlp24Feb 26, 2026
Code GenerationHumanEvalcode developer ai24Feb 26, 2026
Density ReconstructionHighDcomputer visiontabular time series24Feb 26, 2026
Speed ReconstructionHighDcomputer visiontabular time series24Feb 26, 2026
Intrusion DetectionUNSW-NB15tabular time series24Jun 30, 2026
Image ClassificationDomainNet 126computer vision24May 8, 2026
Image-to-Text RetrievalFlickr30kmultimodalretrieval search rag24Feb 26, 2026
Text-to-Image RetrievalFlickr30kmultimodalretrieval search rag24Feb 26, 2026
Gröbner basis computationPolynomial systems over F7 n=13 (test)miscellaneous24Feb 26, 2026
Brain age estimationIXI (test)bio medicaltabular time series24Feb 26, 2026
Operator LearningSynthetic Datasettabular time series24Feb 26, 2026
InpaintingImageNet 256x256 (val)image generation editing24Jun 30, 2026
Counterfactual Explanationchscase census2computer visionnlp24May 29, 2026
Counterfactual Explanationglasscomputer visionnlp24May 29, 2026
Counterfactual Explanationbaskballcomputer visionnlp24May 29, 2026
Trust PredictionCiao (80%-10%-10%)graph24Jun 16, 2026
ForecastingCash Demand Clean (test)tabular time series24Feb 26, 2026
Long-sequence time-series forecastingElectricitytabular time series24Feb 26, 2026
Long-sequence time-series forecastingIDEAtabular time series24Feb 26, 2026
Long-sequence time-series forecastingPowertabular time series24Feb 26, 2026
Long-sequence time-series forecastingTemp.tabular time series24Feb 26, 2026
Audio ClassificationSpeech Commands Spectrogram Mini (train)speech audio24Feb 26, 2026