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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 377 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Manipulation gain evaluationSynthetic classification taskrobotics embodied ai50May 11, 2026
Semantic SegmentationSceneParse150computer vision50May 19, 2026
Image ClassificationCIFAR-100 coarse (test)computer vision50May 11, 2026
ClassificationMNIST-SVHN r=50computer visionnlp+350May 12, 2026
Auto-biddingAuctionNet Low reward sparsitytabular time series50May 8, 2026
Auto-biddingAuctionNet Medium reward sparsitytabular time series50May 8, 2026
Auto-biddingAuctionNet High reward sparsitytabular time series50May 8, 2026
JailbreakHarmBenchadversarial safety securityllm chat instruction50May 20, 2026
Node ClassificationCHAMELEON vanilla (test)graph50May 8, 2026
Safety EvaluationAdvBenchadversarial safety security50May 7, 2026
Event Type ClassificationTUEVnlp50May 19, 2026
Image ClassificationImageNetcomputer vision50May 14, 2026
Math Problem SolvingOlympiadBenchllm chat instructionnlp50Jun 23, 2026
Multi-hop Question AnsweringAverage (MuSiQue, HotpotQA, 2WikiMultiHopQA, LongSeal)nlpretrieval search rag50Apr 28, 2026
Multi-hop Question AnsweringLongSealnlpretrieval search rag50Apr 28, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag50Apr 28, 2026
Multi-hop Question AnsweringMuSiQuenlpretrieval search rag50Apr 28, 2026
Binary safety hallucination detectionEndoVis18-VQA Out-of-template (val)adversarial safety securityllm chat instruction50Apr 24, 2026
Backdoor DetectionLMSYS-Chat-1Madversarial safety security50Apr 23, 2026
Backdoor DetectionMMLUadversarial safety security50Apr 23, 2026
Backdoor DetectionCalibration Setadversarial safety security50Apr 23, 2026
Backdoor DetectionPoisoned Prompt Setadversarial safety security50Apr 23, 2026
Chemical Property PredictionPolymers (5-fold cross-val)bio medicaltabular time series50Apr 20, 2026
PackingPWT Multiple Instances Deterministicrobotics embodied ai50Apr 16, 2026
Multi-Hop Question AnsweringBamboogle (test)nlpretrieval search rag50Jun 12, 2026