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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 347 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long Form Question AnsweringELI5 (test)llm chat instructionnlpLong Form Question Answering on ELI5 (test) performance trend54Feb 27, 2026
Visual Commonsense ReasoningVCR (Visual Commonsense Reasoning) (test)computer visionnlp54Feb 26, 2026
Video InpaintingDAVIS (test)video generation editingcomputer visionVideo Inpainting on DAVIS (test) performance trend54Feb 26, 2026
Dense Video CaptioningActivityNet Captions (val)computer visionnlp54Feb 27, 2026
Document classificationOhsumed (test)nlpDocument Classification on Ohsumed (test) performance trend54Feb 26, 2026
Landmark LocalizationAFLW (test)computer vision54Feb 26, 2026
SummarizationCNN/Daily Mail original, non-anonymized (test)nlp54Feb 26, 2026
Multivariate Time Series ForecastingElectricity (test)tabular time series54May 11, 2026
Face VerificationCFP (Frontal-Frontal)computer vision54Feb 26, 2026
Weakly Supervised Object LocalizationPASCAL VOC 2007 (trainval)computer visionWeakly Supervised Object Localization on PASCAL VOC 2007 (trainval) performance trend54Feb 26, 2026
Semantic SegmentationPASCAL-Context 60 classes (test)computer visionSemantic Segmentation on PASCAL-Context 60 classes (test) performance trend54Feb 26, 2026
Object DetectionMS COCO 2015 (test-dev)computer vision54Feb 26, 2026
Unconditional Molecule GenerationQM9 (test)bio medicalUnconditional Molecule Generation on QM9 (test) performance trend54May 21, 2026
Question AnsweringbAbI (test)nlp54Feb 26, 2026
RegressionCA Housingtabular time series54May 19, 2026
Image ClassificationTiny ImageNet (Tiny-IN) (val)computer vision54Feb 26, 2026
Sleep Stage ClassificationSHHS (test)bio medicaltabular time series54Feb 26, 2026
Text-to-Image GenerationMSCOCO 30Kimage generation editing54Mar 10, 2026
Offline Reinforcement Learninghalfcheetah medium-replayrobotics embodied ai54May 29, 2026
Class-incremental learningImageNet-R 10-taskcomputer visiontabular time series54May 19, 2026
Arithmetic ReasoningSVAMPnlpllm chat instruction54Feb 26, 2026
WSI ClassificationBRACS (test)bio medicalcomputer vision54Jun 23, 2026
Anomaly ClassificationOCT 17tabular time series54Feb 26, 2026
Medical Visual Question AnsweringSLAKE closed-endmultimodalbio medicalMedical Visual Question Answering on SLAKE closed-end performance trend54Feb 26, 2026
Survival PredictionTCGA-BRCA (5-fold cross-validation)bio medicaltabular time series54Feb 26, 2026