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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 23 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Unsupervised Domain AdaptationOffice-Homecomputer visiontabular time seriesUnsupervised Domain Adaptation on Office-Home performance trend295Jun 15, 2026
Semantic SegmentationPASCAL VOCcomputer visionSemantic Segmentation on PASCAL VOC performance trend295Jun 16, 2026
Lane DetectionCULane (test)computer visionLane Detection on CULane (test) performance trend295May 25, 2026
Reading ComprehensionRACE highnlpReading Comprehension on RACE high performance trend295Feb 27, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag294Apr 23, 2026
Hallucination DetectionHotpotQAllm chat instructionnlp294Jun 23, 2026
Domain GeneralizationOfficeHomecomputer visionDomain Generalization on OfficeHome performance trend294Jul 3, 2026
Long-context Language UnderstandingLongBenchllm chat instructionnlp294May 13, 2026
Mathematical ReasoningAIME 2024 (test)llm chat instructionnlp294Jul 7, 2026
Image ClassificationCIFAR-100 original (test)computer vision293Mar 30, 2026
Image GenerationImageNet (val)image generation editingImage Generation on ImageNet (val) performance trend293Jun 5, 2026
Object DetectionPASCAL VOC 2012 (test)computer visionObject Detection on PASCAL VOC 2012 (test) performance trend293May 15, 2026
Anomaly DetectionVisAtabular time series293Jul 7, 2026
Document Visual Question AnsweringDocVQA (test)multimodalcomputer vision+1Document Visual Question Answering on DocVQA (test) performance trend292Jun 2, 2026
General AI Assistant TasksGAIAllm chat instructionagents tool use+3General AI Assistant Tasks on GAIA performance trend291May 18, 2026
Unconditional Image GenerationCIFAR-10image generation editingUnconditional Image Generation on CIFAR-10 performance trend291Jun 29, 2026
Image ClassificationGTSRBcomputer vision291Feb 27, 2026
Depth EstimationKITTI (Eigen split)3d vision geometryDepth Estimation on KITTI (Eigen split) performance trend291Apr 9, 2026
Image ClassificationiNaturalist 2018computer visionImage Classification on iNaturalist 2018 performance trend291Mar 4, 2026
Long Video UnderstandingLongVideoBenchcomputer visionLong Video Understanding on LongVideoBench performance trend290Jun 25, 2026
Language ModelingWikiText-103 (val)nlpLanguage Modeling on WikiText-103 (val) performance trend290Jun 23, 2026
Mathematical ReasoningMinervallm chat instructionnlpMathematical Reasoning on Minerva (pass@1 accuracy %) performance trend289May 22, 2026
Medical Visual Question AnsweringSLAKEmultimodalbio medicalMedical Visual Question Answering on SLAKE performance trend289Jul 1, 2026
Image ClassificationFGVCAircraftcomputer visionImage Classification on FGVCAircraft performance trend289May 26, 2026
Image ClassificationTinyImageNet (val)computer vision289Jun 1, 2026