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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 1671 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Scene Text Image Super-ResolutionTextZoom hardcomputer vision20Feb 26, 2026
Scene Text Image Super-ResolutionTextZoom (medium)computer vision20Feb 26, 2026
Scene Text Image Super-ResolutionTextZoom easycomputer vision20Feb 26, 2026
Knowledge-grounded Dialog GenerationWizard of Wikipedia (WoW)llm chat instructionnlp20Feb 26, 2026
Knowledge-grounded Dialog GenerationMultiWOZllm chat instructionnlp20Feb 26, 2026
Universal Lesion DetectionDeepLesion official (test)computer visionbio medical20Feb 26, 2026
Text ClassificationOCNLI (dev)nlp20Feb 26, 2026
Text ClassificationBQ Corpus (test)nlp20Feb 26, 2026
Text ClassificationBQ Corpus (dev)nlp20Feb 26, 2026
Text ClassificationXNLI (test)nlp20Feb 26, 2026
Anomaly DetectionShanghaiTechtabular time series20Feb 26, 2026
Table Question AnsweringWIKISQL WEAK (test)nlpretrieval search rag20Feb 26, 2026
Deep Metric LearningStanford Online Products (SOP)computer vision20Feb 26, 2026
Image InpaintingPlaces2 512x512 (test)image generation editingcomputer vision20Feb 26, 2026
Knowledge Graph Completionogbl-wikikg2 (test)graph20Feb 26, 2026
Facial Attribute Classification (Attractive)CelebA (test)computer vision20Feb 26, 2026
Pose EstimationShapeNet Cross-Category 1Dcomputer vision20Feb 26, 2026
Pose EstimationShapeNet Intra-Category 1Dcomputer vision20Feb 26, 2026
Question AnsweringTyDiQA GoldPnlp20Feb 26, 2026
Video Frame InterpolationVimeo-90K septupletvideo generation editingcomputer vision20Feb 26, 2026
Image ClassificationCIFAR100 (IM=10) LT (test)computer vision20Feb 26, 2026
Aspect-based Sentiment AnalysisLap SemEval-2014 (test)nlp20Apr 16, 2026
Fine-grained RecognitioniNaturalist 2018 (test)computer vision20Feb 26, 2026
Video DeblurringDVDcomputer vision20Feb 26, 2026
Head Pose EstimationAFLW2000-3Dcomputer vision20Feb 26, 2026