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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 568 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Natural Language InferenceXNLI 1.0 (test)nlp40May 14, 2026
Image Classification11 Classification Datasets (ImageNet, SUN397, FGVC Aircraft, EuroSAT, Stanford Cars, Food-101, Oxford-IIIT Pets, Oxford Flowers 102, Caltech101, DTD, UCF101)computer vision39Jul 2, 2026
Harm EvaluationPrincipalBench 36-item coreadversarial safety security39Jun 30, 2026
EV Demand ForecastingPalo Alto Step 6tabular time series39Jun 30, 2026
EV Demand ForecastingPalo Alto Step 1tabular time series39Jun 30, 2026
ultrasound speckle reductionUterUS (test)computer visionbio medical39Jun 25, 2026
Training Efficiency ProfilingQwen3 profiling S=4096 (train)miscellaneous39Jun 23, 2026
Image Classification8 computer vision taskscomputer vision39Jun 23, 2026
Code-Switched Question AnsweringCodeMixQAnlpmultimodal39Jun 19, 2026
ReDoS vulnerability detection12 open-source Python projects undisclosed ReDoSadversarial safety securitycode developer ai39Jun 19, 2026
Multi-turn agent interactionALFWorld ScienceWorld WebShop Averageagents tool userobotics embodied ai39Jun 29, 2026
Multi-turn agent interactionWebShopagents tool userobotics embodied ai39Jun 29, 2026
Infrared Small Target DetectionIRDST Dynamic Scenescomputer vision39Jun 16, 2026
Infrared Small Target DetectionITSDT-15K Static Scenescomputer vision39Jun 16, 2026
Time Series PredictionSynthetic Data 5 systemstabular time series39Jun 12, 2026
Equilibrium State EstimationSynthetic datatabular time series39Jun 12, 2026
Language Modeling and ReasoningARC-Challenge (AC), ARC-Easy (AE), HellaSwag (HS), LAMBADA-openai (LO), LAMBADA-standard (LS), PIQA (PQ), WinoGrande (WG) zero-shotllm chat instructionnlp39Jun 12, 2026
Word alignmentTIMIT (test)nlp39Jul 9, 2026
NaturalnessCMU ARCTICnlp39Jun 11, 2026
IntelligibilityCMU ARCTICspeech audio39Jun 11, 2026
Speaker SimilarityCMU ARCTICspeech audio39Jun 11, 2026
Voice ConversionCMU ARCTIC (test)speech audio39Jun 11, 2026
Video Instance SegmentationOVIS (diagnostic)computer vision39Jun 8, 2026
PrognosticsNB14tabular time series39Jun 5, 2026
PrognosticsNC-Ptabular time series39Jun 5, 2026