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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 270 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Uncertainty QuantificationOKVQAmiscellaneous62Jul 1, 2026
Jailbreak AttackSorryBenchadversarial safety security62Jun 29, 2026
Question AnsweringHotpotQA PIA (test)nlp62May 25, 2026
Node ClassificationPubMed (test)graph62Jun 11, 2026
Visual Spatial ReasoningVSRcomputer visionmultimodal62Jun 24, 2026
Natural Language UnderstandingGLUEnlp62Jul 7, 2026
Open-world Knowledge Graph Question AnsweringAskGNN arxiv2023 ogbn-arxiv ogbn-products 1-Hopretrieval search raggraph+162Apr 16, 2026
SummarizationCNNDMnlp62Apr 10, 2026
Commonsense ReasoningHellaSwagnlp62May 11, 2026
Code generationHumanEvalcode developer aiCode Generation on HumanEval (Pass@1, Pass@k) performance trend62Jul 1, 2026
Multimodal Jailbreak AttackHarmBenchadversarial safety securitymultimodal62May 27, 2026
Text-to-Image GenerationGenEval 2image generation editing62Jul 3, 2026
Image ClassificationCIFAR-100 Skewed (test)computer vision62Mar 16, 2026
Image Super-ResolutionBSD100computer vision62May 26, 2026
ClassificationBreast Cancercomputer visionnlp+362Jul 1, 2026
Hallucination DetectionMMLUllm chat instructionnlp62Jun 18, 2026
User Churn PredictionRel Hmtabular time series62May 25, 2026
Vision-Language NavigationRxR (val-unseen)robotics embodied aimultimodalVision-Language Navigation on RxR (val-unseen) performance trend62May 29, 2026
Tool Use and ReasoningEarth-Benchagents tool use62May 14, 2026
Anomaly GenerationVisAcomputer visionimage generation editing62Apr 10, 2026
Node classificationDBLP-CAgraph62May 12, 2026
Question AnsweringLongBench Qaspernlp62May 22, 2026
Language ModelingWikiText (val)nlp62May 26, 2026
ClassificationIMDBcomputer visionnlp+362Jun 9, 2026
RecommendationSportstabular time series62May 4, 2026