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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 206 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image Quality AssessmentTID 2013computer vision74Feb 26, 2026
Question AnsweringSQuAD (dev)nlp74Feb 26, 2026
Image SearchFlickr8Kretrieval search ragcomputer vision74Feb 26, 2026
EEG Emotion RecognitionSEEDbio medicalspeech audio74Jul 7, 2026
Image GenerationImageNet 128x128image generation editingImage Generation on ImageNet 128x128 performance trend74May 20, 2026
Deepfake DetectionCDFv1, CDFv2, DFD, DFDCP, DFDC (test)computer visionadversarial safety securityDeepfake Detection on CDFv1, CDFv2, DFD, DFDCP, DFDC (test) performance trend74Mar 11, 2026
Out-of-Distribution DetectionSSB hardcomputer visiontabular time series74Apr 13, 2026
Semantic SegmentationNYU V2computer visionSemantic Segmentation on NYU V2 performance trend74Feb 27, 2026
General CapabilityMMLUllm chat instruction74May 13, 2026
Anomaly SegmentationRESCcomputer visionbio medical74Feb 26, 2026
Question AnsweringMMLUnlp74Jun 2, 2026
Multimodal UnderstandingMMMUmultimodalAccuracy on MMMU performance trend73Jun 30, 2026
Math ReasoningMinerva Mathllm chat instructionnlp73Jun 23, 2026
Federated LearningShakespeare (val)miscellaneous73May 1, 2026
Human Activity RecognitionMM-Ficomputer vision73May 12, 2026
Moral Alignment EvaluationFlames Benchmarkllm chat instructionadversarial safety security73Mar 17, 2026
Mathematical ReasoningOlympiadllm chat instructionnlp73May 7, 2026
Mathematical ReasoningMATH (test)llm chat instructionnlpMathematical Reasoning on MATH (test) (Reward, Acc (%)) performance trend73Jun 24, 2026
Long-term Time Series ForecastingElectricity (test)tabular time series73Jun 1, 2026
Inductive dynamic link predictionLastFMgraph73Jul 7, 2026
Code GenerationBigCodeBench Hardcode developer ai73Jun 18, 2026
General ReasoningOut-of-Distribution Performance Suite (ARC-c, GPQA*, MMLU-Pro) (test)llm chat instructionnlp73Jun 4, 2026
Multi-Agent Path Finding (MAPF)random 64x64-20robotics embodied ai73Feb 26, 2026
Mathematical ReasoningGSM-Symbolicllm chat instructionnlp73Apr 6, 2026
Spatio-temporal ForecastingUrbanEV (test)tabular time series73Feb 26, 2026