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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 791 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hand Pose EstimationHInt New Days v1 (test)computer vision32Feb 26, 2026
Sound Event DetectionDESED (val)speech audio32Feb 26, 2026
ClassificationPROSTATEcomputer visionnlp+332Mar 31, 2026
Compositional Zero-Shot LearningMIT-States Closed Worldcomputer visionnlp32Feb 26, 2026
Fine-Grained Visual CategorizationFGVC (CUB-200-2011, NABirds, Oxford Flowers, Stanford Cars, Stanford Dogs) (test)computer vision32Feb 26, 2026
ClassificationP-MNISTcomputer visionnlp+332Jul 8, 2026
Class UnlearningCIFAR-10computer vision32May 12, 2026
9-class classificationPathMNISTcomputer vision32Feb 26, 2026
Object DetectionDOTA (test)computer vision32Apr 23, 2026
Object DetectionSODA-D (test)computer vision32Jun 30, 2026
Natural Language InferenceANLI R2nlp32May 14, 2026
Image RegistrationOAIcomputer vision3d vision geometry32Feb 26, 2026
Python CodingMBPP standard (test)code developer ai32Feb 26, 2026
Reading ComprehensionMultiRCnlp32Jun 18, 2026
Point TrackingTAP-Vid RGB-Stacking (test)computer vision32Feb 26, 2026
Change DetectionDSIFN-CDcomputer vision32Jul 7, 2026
General ReasoningAGI Eval Englishllm chat instructionnlp32Feb 26, 2026
Full-Reference Image Quality AssessmentPieAPPcomputer vision32Feb 26, 2026
Hallucination DetectionFOILllm chat instructionnlp32Feb 26, 2026
Optic Disc and Optic Cup SegmentationRIGAcomputer visionbio medical32Feb 26, 2026
Semantic ParsingGeoQuery (i.i.d.)nlp32Feb 27, 2026
Anomaly DetectionPageblockstabular time series32Feb 26, 2026
Long-tailed Image ClassificationCIFAR100-LT Imbalance Ratio 10computer vision32Feb 26, 2026
Sentiment classificationSentiment classificationnlp32Feb 26, 2026
Image ClassificationImageNet-LT IR=256 (test)computer vision32Feb 26, 2026