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Benchmarks

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

309,131 benchmarksPage 477 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Object ReconstructionHO-3D (test)3d vision geometry44Feb 26, 2026
Few-shot Named Entity RecognitionFewNERD Intra 1.0nlp44Feb 27, 2026
Image Captioning EvaluationPascal-50Scomputer visionmultimodal44May 26, 2026
Image MattingP3M-500-NPcomputer vision44Jul 8, 2026
Image RetrievalRParisretrieval search ragcomputer vision44Apr 2, 2026
Image ClassificationImageNet 1k (val)computer vision44Feb 26, 2026
SegmentationHaN fine-tunedcomputer vision44Feb 26, 2026
SegmentationThorax-85 (fine-tuned)computer vision44Feb 26, 2026
SegmentationABD-110 fine-tunedcomputer vision44Feb 26, 2026
Action RecognitionUCF-101computer vision44May 25, 2026
Image RetrievalCarsretrieval search ragcomputer vision44Feb 26, 2026
Micro-Expression RecognitionSMICcomputer vision44Apr 10, 2026
Image ClassificationCIFAR-10 LeNet-5 (test)computer vision44Feb 26, 2026
Traffic ForecastingMETR-LA 30min horizon 6tabular time series44Feb 26, 2026
Mathematical ReasoningGSM8K original (test)llm chat instructionnlp44Feb 26, 2026
Image ClassificationImageNetcomputer vision44Mar 4, 2026
ClusteringORLtabular time series44Jun 16, 2026
Dichotomous Image SegmentationDIS5K (DIS-VD)computer vision44May 15, 2026
Node ClassificationSquirrel 60%/20%/20% random splitsgraph44Feb 26, 2026
Offline Reinforcement Learningantmaze medium-playrobotics embodied aiOffline Reinforcement Learning on antmaze medium-play performance trend44May 29, 2026
Hate speech detectionHateXplain (test)nlpHate Speech Detection on HateXplain (test) performance trend44Jun 29, 2026
Language ModelingLAMBADA zero-shot (test)nlp44Jun 9, 2026
Sentence-pair classificationQQPnlp44May 28, 2026
Image ClassificationImageNet Base-to-Newcomputer vision44Jun 18, 2026
Thoracic disease classificationNIH ChestX-ray14 (test)bio medicalcomputer vision44Feb 26, 2026