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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 1400 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RegressionBostontabular time series22Jul 9, 2026
Multivariate long-term series forecastingSolar-Energy (test)tabular time series22Feb 26, 2026
Treatment Effect EstimationNEWS semi-syntheticbio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationACIC semi-synthetic 2017bio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationRORCO Realbio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationNEWS semi-synthetic (test)bio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationJOBS semi-synthetic (test)bio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationACIC semi-synthetic 2016 (test)bio medicaltabular time series22Feb 26, 2026
Treatment Effect EstimationRORCO semi-syntheticbio medicaltabular time series22Feb 26, 2026
Action Unit DetectionBP4D+computer vision22Apr 3, 2026
Speech Emotion RecognitionMSP-Podcastspeech audio22Mar 25, 2026
Speech Emotion RecognitionIEMOCAPspeech audio22Mar 26, 2026
Tool RetrievalToolLens (test)agents tool useretrieval search rag22Jun 17, 2026
Whole-body mesh recoveryEHF (test)computer vision3d vision geometry22Mar 31, 2026
SegmentationACDC (val)computer vision22Feb 26, 2026
Legal ReasoningCaseHOLD (test)nlp22Mar 10, 2026
Truthfulness EvaluationTruthfulQA medical (test)llm chat instructionnlp22Feb 26, 2026
Reasoning Video Object SegmentationReVOS 1.0 (test)computer visionmultimodal22Feb 26, 2026
Optic Disc/Cup segmentation7 datasets Optic Disc/Cup (test)computer vision22Feb 26, 2026
Prostate SegmentationMulti-site Prostate MRI (leave-one-domain-out)computer vision22Feb 26, 2026
Image ClassificationfastMRI v1.0 (test)computer vision22Feb 26, 2026
Anomaly SegmentationKSDD2computer visionbio medical22Mar 4, 2026
Question AnsweringNaturalQuestions processednlp22Feb 26, 2026
Emotion ClassificationEmotion (Out-of-domain)nlp22Feb 26, 2026
Sentence Interpolation SmoothnessARGO randomly sampled 200 sentence pairsnlp22Feb 26, 2026