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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 2114 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code SimulationCruxEval-Icode developer ai16Jun 25, 2026
Logical ReasoningARC-AGInlp16Jun 25, 2026
Image ClassificationCIFAR-100 (test)computer vision16Jun 25, 2026
Image SynthesisNANO-TEM synthetic samples n=6656image generation editing16Jun 24, 2026
3D Visual GroundingScanRefer 10 (val)3d vision geometrycomputer vision16Jun 24, 2026
Fault AttributionTRAIL SWEBench 31 tracescode developer ai16Jun 24, 2026
Fault AttributionTRAIL (GAIA) 117 tracescode developer ai16Jun 24, 2026
Fault attributionWho&When Hand (58 traces)code developer ai16Jun 24, 2026
Fault attributionWho&When Algo (126 traces)code developer ai16Jun 24, 2026
Video Question AnsweringViTexQAmultimodalcomputer vision16Jun 24, 2026
Language Agent InteractionAgentWorldBench main results rubric meanagents tool usellm chat instruction16Jun 24, 2026
Object Hallucination EvaluationPOPEmultimodalcomputer vision16Jun 24, 2026
Multimodal UnderstandingMultimodal Evaluation Suite GQA, MMBench, MMBench-CN, MME, POPE, ScienceQA, TextVQA (various)multimodal16Jun 24, 2026
Text LocalizationDocLocal4Kcomputer visionnlp16Jun 24, 2026
Depression PredictionDepression Prediction dataset 1.0 (test)bio medicaltabular time series16Jun 24, 2026
Fake and manipulated image detectionCASIA v2computer vision16Jun 24, 2026
Fake and manipulated image detectionFKG-50K Overallcomputer vision16Jun 24, 2026
Fake and manipulated image detectionFKG-50K Trad-Editcomputer vision16Jun 24, 2026
Fake and manipulated image detectionFKG-50K Splicingcomputer vision16Jun 24, 2026
Fake and manipulated image detectionFKG-50K Full AIcomputer vision16Jun 24, 2026
Fake and manipulated image detectionFKG-50K AI-Editcomputer vision16Jun 24, 2026
B-cell epitope discoverySAbDab September 23, 2023 (test)bio medical16Jun 24, 2026
Text ClassificationMRnlp16Jun 24, 2026
Causal-order reasoningVCR-Causalcomputer visionnlp16Jun 24, 2026
Causal-order reasoningVQA-Causalcomputer visionnlp16Jun 24, 2026