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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1652 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Intent ClassificationHWU64 10-shotnlp20Feb 26, 2026
Intent ClassificationBANKING77 10-shotnlp20Feb 26, 2026
Semantic SegmentationBDD target domaincomputer vision20Feb 26, 2026
Semantic SegmentationMapillary target domaincomputer vision20Feb 26, 2026
Interactive Text Editing (Insertion)CoAuthor (test)nlp20Feb 26, 2026
Interactive Text Editing (Continuation)CoAuthor (test)llm chat instructionnlp20Feb 26, 2026
Causal InferenceIHDPtabular time series20Feb 26, 2026
Image ClassificationImageNet V2 A Sketch ObjNet Rcomputer vision20Feb 26, 2026
Text ClassificationEmojiEval (test)nlp20Feb 26, 2026
Object DetectionMalaria 12 (test)computer vision20Feb 26, 2026
Cell DetectionRaabin-WBC HCM to LCM domain adaptation (test)bio medicalcomputer vision20Feb 26, 2026
Language ModelingPre-training corpus (train)nlp20Feb 26, 2026
Screenshot-to-codeDesign2Codecomputer visioncode developer ai20Feb 26, 2026
Image ClassificationCIFAR-10 Instance-Dependent Noise 40% (test)computer vision20Mar 19, 2026
Image ClassificationCIFAR-10 Instance-Dependent Noise 20% (test)computer vision20Mar 19, 2026
OC/OD SegmentationRIGA+ Average (BASE1-3)computer visionbio medical20Feb 26, 2026
OC/OD SegmentationRIGA+ BASE3computer visionbio medical20Feb 26, 2026
OC/OD SegmentationRIGA+ BASE2computer visionbio medical20Feb 26, 2026
OC/OD SegmentationRIGA+ BASE1computer visionbio medical20Feb 26, 2026
Dialogue GenerationConvAI2 (test)llm chat instructionnlp20Apr 15, 2026
Prostate SegmentationProstateXcomputer vision20Feb 26, 2026
Whole-body pose estimationCOCO-WholeBody 1.0computer vision20Feb 26, 2026
Out-of-Distribution ReasoningOOD Reasoning Datasets (MMLU-S, GPQA, ARC, BBH) (test)llm chat instructionnlp20Feb 26, 2026
Image DenoisingSet12 resized (test)computer vision20Feb 26, 2026
Prostate SegmentationHK (test)computer vision20Feb 26, 2026