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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 93 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Zero-shot EvaluationArc-Challenge, Arc-Easy, HellaSwag, LAMBADA-openai, LAMBADA-standard, PIQA, and WinoGrande Zero-Shotnlpllm chat instruction123Jun 12, 2026
Prompt Injection DefenseInj-SQuADadversarial safety security123Apr 10, 2026
Multimodal Model EvaluationMMEmultimodal123Jun 24, 2026
Robot ManipulationSimplerEnv WidowXrobotics embodied aiRobot Manipulation on SimplerEnv WidowX performance trend123Jul 7, 2026
Human Response PredictionSynthetic Persona Datasetnlp123Feb 26, 2026
Image ReconstructionCOCO 2017 (val)computer vision123Mar 26, 2026
Object Hallucination EvaluationPOPE (test)multimodalcomputer vision123Jun 15, 2026
Novel View SynthesisMipNeRF 360 Outdoor3d vision geometry123May 11, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlpMathematical Reasoning on GSM8K (EM) performance trend123Mar 5, 2026
Image ClassificationFlowers102 (test)computer visionImage Classification on Flowers102 (test) performance trend123Apr 28, 2026
Video Instance SegmentationYouTube-VIS 2019computer visionVideo Instance Segmentation on YouTube-VIS 2019 performance trend123Jul 2, 2026
Instance SegmentationMS COCOcomputer vision123Jul 7, 2026
Question AnsweringNQnlp123Mar 5, 2026
Image Super-resolutionUrban100 x2 (test)computer vision123Jun 19, 2026
Question AnsweringStrategyQAnlp123Apr 23, 2026
Time Series ClassificationSelfRegulationSCP1tabular time series123May 18, 2026
Out-of-Distribution DetectionCIFAR100 (test)computer visiontabular time series123May 12, 2026
Point Cloud Adversarial AttackModelNet40 (test)3d vision geometryadversarial safety security123Mar 20, 2026
Object DetectionMS COCO novel classes 2017 (val)computer vision123Feb 27, 2026
Image ClassificationANIMAL-10N (test)computer visionImage Classification on ANIMAL-10N (test) performance trend123May 21, 2026
Sentiment AnalysisSST-5nlp123May 19, 2026
Image ClassificationImageNet 16-120 NAS-Bench-201 (val)computer visionImage Classification on ImageNet 16-120 NAS-Bench-201 (val) performance trend123May 22, 2026
ClusteringCIFAR-100 (test)tabular time seriesClustering on CIFAR-100 (test) performance trend123Mar 26, 2026
Active Speaker DetectionAVA-ActiveSpeaker (val)speech audiocomputer visionActive Speaker Detection on AVA-ActiveSpeaker (val) performance trend123Jul 7, 2026
Skeleton-based Action RecognitionNTU-RGB+D (Cross-subject)computer visionSkeleton-based Action Recognition on NTU-RGB+D (Cross-subject) performance trend123Feb 26, 2026