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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 69 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal UnderstandingMMEmultimodal150Jun 24, 2026
Text-to-Image GenerationPick-a-Picimage generation editing150May 20, 2026
Multivariate Time Series ForecastingElectricitytabular time seriesMultivariate Time Series Forecasting on Electricity (Standard Error Metrics) performance trend150Feb 26, 2026
Text-to-Image Person Re-identificationCUHK-PEDES (test)image generation editingcomputer visionText-to-Image Person Re-identification on CUHK-PEDES (test) performance trend150Feb 27, 2026
Image GenerationImageNet 64x64 resolution (test)image generation editing150Feb 26, 2026
Collaborative Human Motion PredictionExPI unseen action 1.0computer vision150Feb 26, 2026
Vision-Language NavigationR2R (val seen)robotics embodied aimultimodalVision-Language Navigation on R2R (val seen) performance trend150May 25, 2026
5-way Few-shot ClassificationminiImageNetcomputer visionnlp+1150Feb 26, 2026
Class-Incremental LearningCIFAR-100computer visiontabular time series150May 22, 2026
Model CalibrationCIFAR-100tabular time seriesModel Calibration on CIFAR-100 performance trend150Jun 25, 2026
Scene ClassificationPlaces 205 categories (test)computer vision150Feb 26, 2026
Scene Text DetectionICDAR 2015 (test)computer visionScene Text Detection on ICDAR 2015 (test) performance trend150Feb 26, 2026
Question ClassificationTREC (test)nlpQuestion Classification on TREC (test) performance trend150Jun 30, 2026
Image ClassificationCifar100computer visionImage Classification on Cifar100 performance trend150Jun 1, 2026
Short-term forecastingM4 Monthlytabular time series150Jun 4, 2026
Conditional Image GenerationImageNet 64x64image generation editing149Jun 9, 2026
Language ModelingPerplexitynlp149Mar 20, 2026
Image Membership Inference AttackVL-MIA Flickr (test)adversarial safety securitycomputer vision149May 19, 2026
Science Question AnsweringScienceQA SQA-Inlpbio medical149Jul 1, 2026
Common-sense reasoningARC easynlpCommon-sense Reasoning on ARC easy performance trend149Jul 7, 2026
Arithmetic ReasoningAddSubnlpllm chat instructionArithmetic Reasoning on AddSub performance trend149May 27, 2026
Image ClassificationF-MNISTcomputer vision149Jun 23, 2026
Semantic SegmentationPASCAL-5icomputer vision149Jul 7, 2026
Cross-view Geo-localizationUniversity-1652 Drone -> Satellitecomputer visionCross-view Geo-localization on University-1652 Drone -> Satellite performance trend149Jun 2, 2026
Image ClassificationImageNet-1K 1 (val)computer vision149May 26, 2026