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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 146 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationOffice-31 (test)computer vision93Feb 26, 2026
Face Alignment300W (Challenging)computer visionFace Alignment on 300W (Challenging) performance trend93Feb 26, 2026
ClassificationSHD (test)computer visionnlp+393Jun 24, 2026
Molecular property predictionBACE (test)bio medical93May 18, 2026
Molecular property predictionMUV (test)bio medical93May 18, 2026
Scene ClassificationAID TR=20%computer vision93Feb 26, 2026
Few-shot Semantic SegmentationCOCO 20i 1-shotcomputer visionFew-shot Semantic Segmentation on COCO 20i 1-shot performance trend93Jun 26, 2026
Alzheimer's Disease ClassificationADNI (test)bio medicaltabular time series92Jun 11, 2026
Common-sense ReasoningARC-e, ARC-c, BoolQ, HellaSwag, OpenBookQA, PIQA, SIQA, WinoGrandenlp92Jun 8, 2026
Instruction FollowingIFEvalllm chat instruction92Jul 7, 2026
Correlation to Accuracy DifferenceFlickrgraph92May 18, 2026
Few-shot classificationImageNet minicomputer visionnlp+192May 26, 2026
Agent SafetyR-Judgeagents tool useadversarial safety security92Jun 2, 2026
Feature Significance TestingSynthetic Regression N=5e5 (test)tabular time series92Apr 3, 2026
Option HedgingS&P 500 options 317 longer prediction horizonstabular time series92Apr 2, 2026
Option HedgingS&P 500 options 317 shorter prediction horizons (out-of-sample)tabular time series92Apr 2, 2026
Option PricingOption pricing data 317 shorter prediction horizons (out-of-sample)tabular time series92Apr 2, 2026
Novel View SynthesisDL3DV3d vision geometry92Jun 25, 2026
Video Question AnsweringNextQAmultimodalcomputer vision92Jun 16, 2026
Video UnderstandingVideo-MMEcomputer vision92Mar 31, 2026
dynamic link predictionReddit (transductive)graph92Jun 4, 2026
Population property estimationDICEStabular time series92Apr 28, 2026
Anomaly DetectionMVTec-ADtabular time series92May 27, 2026
Common Sense ReasoningCommon Sense Reasoning Tasks (ARC-C, ARC-E, BoolQ, HellaSwag, PIQA, WinoGrande) zero-shotnlp92Mar 27, 2026
Text-to-image generationPick-a-Pic v2 (test)image generation editing92Jun 2, 2026