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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 242 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionNTU RGB+D Xsub 60 (Cross-Subject 55/5)computer vision66May 22, 2026
Troop placement predictionRiskmiscellaneous66Mar 31, 2026
3D Shape MatchingSCAPE Anisotropic (S_a)3d vision geometry66Jun 26, 2026
3D Shape MatchingFAUST Anisotropic (F_a)3d vision geometry66Jun 26, 2026
Optical Illusion Character RecognitionIlluChar (Origin)computer visionnlp66Mar 25, 2026
TrackingKITTIcomputer vision66Jun 24, 2026
Deferral-adviceCLIP prompt-escalation (val)adversarial safety securityllm chat instruction66Mar 17, 2026
Definition GenerationMulti-word tokens famous people, places, entities, sayings and conceptsnlp66Mar 16, 2026
Safety EvaluationMultiJailadversarial safety security66Mar 13, 2026
Confidence Calibrationdermatologytabular time series66Mar 12, 2026
Visual Localization7Scenescomputer vision3d vision geometry66May 19, 2026
Mathematical ReasoningMGSMllm chat instructionnlp66Jun 25, 2026
Time Series ForecastingETTm2tabular time series66Mar 10, 2026
DNA-to-protein transductionDNA sequence pdna (test)bio medical66Mar 6, 2026
Truthful Question AnsweringTruthfulQA MC2llm chat instructionnlp66Jun 8, 2026
Math ReasoningMATH500llm chat instructionnlp66May 22, 2026
Image UnderstandingMMEcomputer visionmultimodal66May 21, 2026
3D ReconstructionNRGBD3d vision geometry66May 12, 2026
Out-of-Distribution DetectionCIFAR-10 ID CIFAR-100 OODcomputer visiontabular time series66May 26, 2026
Multi-task Language UnderstandingMMLU Pronlpllm chat instruction66Jun 19, 2026
Inference AttackFederated Learning environments Unauthorized Access (test)adversarial safety security66Feb 26, 2026
Inference AttackFederated Learning environments Authorized Access (test)adversarial safety security66Feb 26, 2026
Text-to-SpeechLibriSpeech PC clean (test)speech audioText-to-Speech on LibriSpeech PC clean (test) performance trend66Jun 16, 2026
Suffix RankingExtraction Challenge Datasetnlp66Feb 26, 2026
Numerical ReasoningRealHitBenchnlpNumerical Reasoning on RealHitBench performance trend66Apr 15, 2026