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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 271 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringTriviaQAnlp62Feb 26, 2026
Sequential RecommendationSportstabular time series62Feb 26, 2026
Graph Anomaly DetectionCoragraph62Jun 12, 2026
Image ClassificationFGVC Aircraftcomputer vision62Jun 23, 2026
Remote Sensing ClassificationSIRI-WHUcomputer vision62Jun 23, 2026
InpaintingFFHQimage generation editingImage Inpainting on FFHQ performance trend62May 12, 2026
Emotion RecognitionMER-UniBench (test)speech audiocomputer vision+162Jun 16, 2026
Zero-shot ClassificationCIFAR10nlpcomputer vision62May 20, 2026
Multimodal BenchmarkingMMBench (MMB)multimodal62Mar 10, 2026
Image EditingImgEditimage generation editing62May 21, 2026
Website FingerprintingH&W-1600 (test)adversarial safety security62Feb 26, 2026
Tool-useToolBenchagents tool use62May 27, 2026
Commonsense ReasoningCommonsenseQA (CSQA)nlp62Jun 17, 2026
Code Question AnsweringCodeSimpleQA Chinesecode developer ainlp62Feb 26, 2026
Question AnsweringMusiquenlp62Apr 21, 2026
Logical ReasoningHLEnlp62Apr 23, 2026
Long-context language understandingLongBench v2llm chat instructionnlp62May 13, 2026
Mathematical ReasoningMath Benchmarks Aggregatellm chat instructionnlp62May 28, 2026
Long-context evaluationRULER 16kllm chat instruction62Jun 9, 2026
Reward ModelingHelpSteer 3llm chat instruction62May 29, 2026
Jailbreak AttackJailbreakBench (JBB)adversarial safety security62Apr 10, 2026
Hallucination DetectionCommonsenseQAllm chat instructionnlp62Apr 20, 2026
in-hospital mortality predictionMIMIC-IVbio medicaltabular time seriesIn-hospital mortality prediction on MIMIC-IV performance trend62Apr 21, 2026
Mobile GUI AutomationGUI-Odysseyagents tool userobotics embodied aiMobile GUI Automation on GUI-Odyssey performance trend62Apr 8, 2026
Semantic GroundingCOCO 2017 (val)computer visionmultimodal62Feb 26, 2026