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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 158 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10N (Worst)computer vision89May 21, 2026
Super-ResolutionSet5computer vision89Mar 10, 2026
JailbreakingAdvBenchadversarial safety securityllm chat instruction88Jun 26, 2026
Communicative SuccessWINE (test)llm chat instruction88Jun 23, 2026
Jailbreak DetectionAdvBench Llama2-7Badversarial safety security88Jun 8, 2026
Heuristic SearchMerge-and-shrink heuristic benchmark setmiscellaneous88Jun 2, 2026
Galaxy Cluster Mass PredictionGalaxy Clustersbio medical88Jun 2, 2026
Backdoor AttackMNIST (test)adversarial safety security88May 28, 2026
Language Model EvaluationWinogrande, ARC-C, ARC-E, Lambada, PIQA, Hellaswag, MMLU, IFEval, and GSM8K-CoT (Mixed standard 10-shot prompt)llm chat instructionnlp88May 13, 2026
Speech Expressiveness Appropriateness AssessmentCEAEval 1.0 (test)speech audio88May 12, 2026
Jailbreak RobustnessJailbreakBenchadversarial safety security88Jul 2, 2026
Uncertainty QuantificationAggregated Experimental Datasets (XSum, SamSum, CNN, WMT19, MedQUAD, TruthfulQA, CoQA, SciQ, TriviaQA, MMLU, GSM8k) (test)miscellaneous88Apr 29, 2026
Commonsense ReasoningCMQAnlp88Apr 29, 2026
Semantic SegmentationCityscapescomputer vision88Jun 16, 2026
Image ClassificationFlowers102computer vision88May 27, 2026
Image ClassificationTiny-ImageNetcomputer vision88Apr 7, 2026
3D reconstructionNRGBD3d vision geometry88Jul 7, 2026
ClassificationGLI_85computer visionnlp+388Jun 5, 2026
3D Question AnsweringVSI-Bench3d vision geometrynlp88Jun 4, 2026
Long-term forecastingweathertabular time series88Mar 17, 2026
Sleep scoringBOAS fixed (test)bio medicaltabular time series88Mar 12, 2026
AI-Generated Video DetectionEA-Video seen (evaluation)video generation editingcomputer vision88Feb 26, 2026
Adversarial Attack Success Rate AssessmentAgentDojoadversarial safety security88Apr 14, 2026
Text-to-Image GenerationOneIG-ZHimage generation editing88Jun 26, 2026
Scientific ReasoningGPQA Diamond (test)nlp88Jun 18, 2026