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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 265 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10computer vision63Feb 26, 2026
OCR-based Visual Question AnsweringOCRVQAcomputer visionnlpOCR-based Visual Question Answering on OCRVQA performance trend63Jun 8, 2026
Zero-shot Common-sense ReasoningCommonsense Reasoning Benchmarks (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA) zero-shotnlpllm chat instruction63Mar 20, 2026
Image ClassificationImageNet-Sketchcomputer vision63May 29, 2026
Medical Question AnsweringBioASQbio medicalnlp63May 19, 2026
OOD DetectionAll Datasets Summary In-Domain OODcomputer visiontabular time series63Mar 13, 2026
Temporal Knowledge Graph Extrapolation ReasoningGDELTgraphnlp63May 7, 2026
Software Engineering Task ResolutionSWE-bench Verifiedcode developer ai63May 14, 2026
ClassificationSimulated high-dimensional dataset nine simulation scenarios (test)computer visionnlp+363Feb 26, 2026
Time series forecastingGIFT-Eval (test)tabular time series63Jun 11, 2026
Sequential RecommendationYelp (Overall)tabular time series63Apr 7, 2026
GUI groundingMMBench-GUI-L2computer visionnlpGUI Grounding on MMBench-GUI-L2 performance trend63Jul 1, 2026
Survival PredictionTCGA-KIRPbio medicaltabular time series63May 19, 2026
Closed-loop Autonomous Driving PlanningNAVSIM v1 (test)robotics embodied ai63Jun 23, 2026
Brain Tumor SegmentationBraTS 2021 (val)bio medicalcomputer vision63May 19, 2026
Class-conditional Image GenerationImageNet 256x256 2012 (val)image generation editing63May 8, 2026
Backdoor DetectionCIFAR-10 (test)adversarial safety security63May 7, 2026
Closed-ended reasoningGPQA Diamond (test)llm chat instructionnlp63Feb 26, 2026
Factual code question answeringCodeSimpleQA English 1.0code developer ainlp63Feb 26, 2026
Multilingual Machine TranslationFLORES+ (devtest)nlp63Feb 26, 2026
E-commerce Navigation and SearchWebShop semantic shift Hidden driftretrieval search ragagents tool use63Feb 26, 2026
Embodied Task CompletionEB-Habitatrobotics embodied aiEmbodied Task Completion on EB-Habitat performance trend63May 27, 2026
Online Bin PackingWeibull distributionmiscellaneous63Feb 26, 2026
General ReasoningMMLU-Prollm chat instructionnlp63Apr 10, 2026
General VQAMMVetmultimodalcomputer vision+163May 18, 2026