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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 1227 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Offline Reinforcement LearningAdroit Door (target-domain)robotics embodied ai24Feb 26, 2026
Offline Reinforcement LearningAdroit Pen (target-domain)robotics embodied ai24Feb 26, 2026
JailbreakingConceptRiskadversarial safety securityllm chat instruction24Feb 26, 2026
JailbreakingCOCO-I2VSafetyBenchadversarial safety securityllm chat instruction24Feb 26, 2026
Automatic Speech RecognitionCHIME-4 Real (test)speech audio24Feb 26, 2026
Cinematic Story GenerationViStoryBenchllm chat instructionnlp24Feb 26, 2026
Engineering DesignEngDesign Extendedmiscellaneous24Feb 26, 2026
Engineering DesignEngDesign Coremiscellaneous24Feb 26, 2026
Scientific Problem SolvingSciBench-107miscellaneous24Feb 26, 2026
Code Safety EvaluationBigCodeBench 1.0 (test)code developer aiadversarial safety security24Feb 26, 2026
Medical Image SegmentationBTMRI (Source)bio medicalcomputer vision24Mar 19, 2026
Ownership VerificationModel Extraction Setting Surrogate Modelscomputer vision24Feb 26, 2026
Image ClassificationCIFAR-10computer vision24Feb 26, 2026
OOD DetectionFar-OOD (test)computer visiontabular time series24Apr 30, 2026
Click-Through Rate PredictioniFly-AD standard (test)tabular time series24Feb 26, 2026
Click-Through Rate PredictionCriteo standard (test)tabular time series24Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision24Feb 26, 2026
Semantic SegmentationPASTIScomputer vision24Mar 10, 2026
Machine TranslationWMT xx→en 24nlp24Feb 26, 2026
Machine TranslationWMT en→xx 24nlp24Feb 26, 2026
Machine TranslationFLORES-200 en→xxnlp24Feb 26, 2026
Collaborative Perception AttackAdv-OPV2V 1.0 (test)adversarial safety securitycomputer vision24Feb 26, 2026
Image CaptioningMS-COCO 1,000 images subset 2014 2017 (val)multimodalcomputer vision+124Feb 26, 2026
Object DetectionVisDrone (test-dev)computer vision24Jul 2, 2026
Whole Slide Image ClassificationTCGA Lungbio medicalcomputer vision24Feb 26, 2026