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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 1254 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ReasoningWord Sortingllm chat instructionnlp24Feb 26, 2026
Jailbreak DefenseJailbreak Attack Benchmarks (GPTFuzz, TAP, GCG, AutoDAN, Template)adversarial safety security24Feb 26, 2026
Safety EvaluationHarmful Benchmarks (CATQA, HEX-PHI, Salad-Base)adversarial safety security24Feb 26, 2026
Surgical Instrument SegmentationRobust-MIS 2019 (test)computer visionbio medical24Feb 26, 2026
Jailbreak AttackJailbreak prompts Manufacturing and distributing illegal drugsadversarial safety security24Feb 26, 2026
Factual Question AnsweringLSQA OODretrieval search ragllm chat instruction24Feb 26, 2026
Factual Question AnsweringID Datasets Averageretrieval search ragllm chat instruction24Feb 26, 2026
Factual Question AnsweringNQ-Open IDretrieval search ragllm chat instruction24Feb 26, 2026
Factual Question AnsweringSciQ (ID)retrieval search ragllm chat instruction24Feb 26, 2026
Factual Question AnsweringTVQA IDretrieval search ragllm chat instruction24Feb 26, 2026
Object DetectionPASCAL VOC Set 3computer vision24Feb 27, 2026
Object DetectionPASCAL VOC Set 2computer vision24Feb 27, 2026
Object DetectionPASCAL VOC Set 1computer vision24Feb 27, 2026
Information RetrievalSCIDocsretrieval search rag24Feb 26, 2026
Re-identificationTAB (Text Anonymization Benchmark)computer vision24Feb 26, 2026
Machine-Generated Text DetectionMAGEnlp24May 11, 2026
Polyp SegmentationOverall Combined 5 Datasets (test)computer visionbio medical24Feb 26, 2026
Continuous Space-Time Video Super-ResolutionStandard Clip 180x320 resolutioncomputer vision24Feb 26, 2026
Document and chart understandingCharXiv DQcomputer visionnlp24Jul 2, 2026
Stereo MatchingMiddlebury 20213d vision geometrycomputer vision24Mar 4, 2026
Tile-level classificationPatchCamelyoncomputer vision24Feb 26, 2026
Trajectory PredictionSDD (test)robotics embodied aitabular time series24Apr 28, 2026
Zero-shot Audio Classification ExplanationESC50 contaminationspeech audiocomputer vision24Feb 26, 2026
Image ClassificationRSNAcomputer vision24Feb 26, 2026
Long-term forecastingECL T=192tabular time series24May 15, 2026