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Benchmarks

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

309,131 benchmarksPage 134 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image RetrievalMS-COCO (test)retrieval search ragcomputer vision98Feb 26, 2026
Image RetrievalCIFAR-10 (test)retrieval search ragcomputer vision98Feb 26, 2026
Scene Text RecognitionIC15computer visionScene Text Recognition on IC15 performance trend98Mar 20, 2026
Domain AdaptationVisDA 2017 (test)computer visionnlp+198Feb 26, 2026
ClusteringMNIST (full)tabular time seriesClustering on MNIST (full) performance trend98Feb 26, 2026
Named Entity RecognitionCoNLL Spanish NER 2002 (test)nlpNamed Entity Recognition on CoNLL Spanish NER 2002 (test) performance trend98Feb 26, 2026
Quantum Chemical PredictionPCQM4M v2 (val)bio medicaltabular time seriesQuantum Chemical Prediction on PCQM4M v2 (val) performance trend98Jun 24, 2026
Fine-grained classificationUCF101computer vision98Jun 23, 2026
Logical ReasoningLogiQAnlpLogical Reasoning on LogiQA performance trend98Feb 26, 2026
Medical Image SegmentationKvasir-Segbio medicalcomputer vision98May 15, 2026
Long-tailed Visual RecognitionImageNet LTcomputer visionLong-tailed Visual Recognition on ImageNet LT performance trend98Jun 18, 2026
Few-shot Semantic SegmentationCOCO 5-shot 20icomputer visionFew-shot Semantic Segmentation on COCO 5-shot 20i performance trend98Jun 26, 2026
Conformal Prediction5-class synthetic data Example 1 Hard Bin r* ≤ 0.5tabular time series97Jun 16, 2026
Conformal Prediction5-class synthetic data Example 1 Marginaltabular time series97Jun 16, 2026
Two-Sample TestingCIFAR10-RES18 (test)tabular time series97Jun 9, 2026
Lipschitz constant estimationRandomly generated neural networks small syntheticcomputer vision97Apr 9, 2026
Image ClassificationGTSRBcomputer visionImage Classification on GTSRB (Accuracy) performance trend97Jun 30, 2026
Link ClassificationFB15k-237graph97Jun 2, 2026
Machine TranslationFloresnlp97May 13, 2026
Robotic ManipulationLIBERO-Longrobotics embodied ai97Jun 26, 2026
Assortment optimizationSUSHI Preference Data Set (test)tabular time series97Feb 26, 2026
Time Series Anomaly DetectionGECCOtabular time series97Jun 18, 2026
Deepfake DetectionCDF v2computer visionadversarial safety security97Jun 1, 2026
Video GenerationVBench 5svideo generation editing97Jul 7, 2026
Offline Reinforcement LearningMujoCo halfcheetahrobotics embodied ai97May 26, 2026