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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 70 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Continual LearningSequential-MNISTmiscellaneous149Feb 26, 2026
Entity AlignmentDBP15K JA-EN (test)graphEntity Alignment on DBP15K JA-EN (test) performance trend149Feb 26, 2026
Entity AlignmentDBP15K JA-ENgraphEntity Alignment on DBP15K JA-EN performance trend149Apr 16, 2026
Super-ResolutionBSD100computer vision149Feb 26, 2026
Salient Object DetectionPASCAL-S (test)computer visionSalient Object Detection on PASCAL-S (test) performance trend149Feb 26, 2026
Answer SelectionWikiQA (test)nlpAnswer Selection on WikiQA (test) performance trend149Feb 27, 2026
Multivariate ForecastingTraffictabular time seriesMultivariate Forecasting on Traffic performance trend149Jul 8, 2026
Survival PredictionTCGA-BRCAbio medicaltabular time series149Jun 11, 2026
Language UnderstandingMMLU 5-shot (test)nlpLanguage Understanding on MMLU (5-shot, test) performance trend149Apr 23, 2026
Zero-shot Common Sense ReasoningCommon Sense Reasoningnlpllm chat instructionZero-shot Common Sense Reasoning on Common Sense Reasoning performance trend148Jul 9, 2026
Knowledge ReasoningMMLU-Pronlpgraph148Jun 5, 2026
Image ClassificationCaltech101computer visionImage Classification on Caltech101 (Base/Novel Accuracy) performance trend148Mar 18, 2026
3D Object DetectionOPV2V3d vision geometrycomputer vision148Jun 29, 2026
Time Series ClassificationSelfRegulationSCP2tabular time series148May 18, 2026
Sentiment ClassificationMRnlpSentiment Classification on MR performance trend148Feb 27, 2026
Salient Object DetectionDUT-OMRONcomputer visionSalient Object Detection on DUT-OMRON performance trend148Jun 19, 2026
Automatic Speech RecognitionLibriSpeech (test)speech audio147Jun 8, 2026
Instruction FollowingAlpacaEval 2llm chat instruction147Jul 7, 2026
Video UnderstandingMLVUcomputer visionVideo Understanding on MLVU (Accuracy) performance trend147Jun 24, 2026
Code GenerationHumanEvalcode developer ai147May 29, 2026
Autonomous DrivingNAVSIM v1 (test)robotics embodied aicomputer vision147Jun 1, 2026
Long-context language understandingLongBench (test)llm chat instructionnlp147Jun 16, 2026
Mathematical ReasoningGame of 24llm chat instructionnlp147May 26, 2026
Class Incremental LearningImageNet-Rcomputer visiontabular time series147May 28, 2026
Visual Object TrackingVOT 2020 (test)computer visionVisual Object Tracking on VOT 2020 (test) performance trend147Feb 26, 2026