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Benchmarks

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

309,131 benchmarksPage 1274 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNet-1k 1.0 (test val)computer vision24Feb 26, 2026
Fine-grained Image ClassificationAircrafts 1.0 (val)computer vision24Feb 26, 2026
Fine-grained Image ClassificationBirds 1.0 (val)computer vision24Feb 26, 2026
Answer Sentence SelectionTREC-QAnlpretrieval search rag24Feb 26, 2026
Answer Sentence SelectionASNQnlpretrieval search rag24Feb 26, 2026
Stereotype Bias EvaluationStereoSet Genderadversarial safety securitynlp24May 18, 2026
Text ClassificationAGNews 4 classes symmetric noise e=0.4 (test)nlp24Feb 26, 2026
Image ClassificationCIFAR-100 2500 labels (test)computer vision24Jun 1, 2026
Semi-supervised Long-tailed Image ClassificationSTL10 LTcomputer vision24Feb 26, 2026
Spatio-temporal Video GroundingVidSTG Declarative Sentences (test)computer visionmultimodal24Apr 10, 2026
ClassificationILPDcomputer visionnlp+324May 13, 2026
CalibrationImageNet-C OOD-domainstabular time series24Feb 26, 2026
CalibrationImageNet-C (InD-domains)tabular time series24Feb 26, 2026
Handwritten Text RecognitionIAM-A (test)computer visionnlp24Feb 26, 2026
Image ClassificationCIFAR-10-LT gamma=150 (test)computer vision24Feb 26, 2026
RGB Trojan attackCIFAR-10adversarial safety securitycomputer vision24Feb 26, 2026
Theorem ProvingminiF2F Lean (test)miscellaneous24Feb 26, 2026
Anomaly DetectionWADItabular time series24Jun 2, 2026
Entity DisambiguationWIKI (test)nlp24Feb 26, 2026
Speech-to-text TranslationCoVoST low-resource X-to-En 2 (test)speech audionlp24Feb 26, 2026
Phoneme Pronunciation Assessmentspeechocean762 official (test)speech audio24Feb 26, 2026
Depression DetectioneRisk (test)bio medicalnlp24Feb 26, 2026
ClassificationIris (test)computer visionnlp+324May 20, 2026
Video Person Re-identificationCCVIDcomputer vision24Apr 15, 2026
MRI Reconstructionbrain AXT1 (test)bio medicalcomputer vision24Feb 26, 2026