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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 575 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series ClassificationHARtabular time series39Feb 26, 2026
Text RenderingLongText-Bench Englishcomputer vision39Jun 17, 2026
Class-Incremental LearningCUB (B0 Inc10)computer visiontabular time series39Apr 14, 2026
60 min. forecastingRotterdam (test)tabular time series39Feb 26, 2026
Time Series Classification128 UCR datasetstabular time series39May 22, 2026
ClassificationBreastMNISTcomputer visionnlp+339Apr 3, 2026
Code GenerationHumanEvalcode developer ai39Mar 16, 2026
Image ClassificationPACS (leave-one-domain-out)computer vision39Jun 19, 2026
Surgical phase recognitionMultiBypass140bio medicalcomputer vision39Mar 16, 2026
GUI GroundingScreenspot v1computer visionnlp39Mar 30, 2026
Jailbreak Mitigation and Utility EvaluationLLM Safety and Utility Evaluation Suite (StrongReject, AdvBench, IFeval, MMLU) (test)adversarial safety securityllm chat instruction39Feb 26, 2026
Point Cloud Lossless Attribute CompressionMPEG CAT1 Scant3d vision geometry39Feb 26, 2026
Point Cloud Lossless Attribute CompressionMPEG CAT1 Dense3d vision geometry39Feb 26, 2026
Multi-Agent RearrangementMulti-agent Non-monotone Rearrangement Environment (test)robotics embodied ai39Feb 26, 2026
Class-Incremental LearningCIFAR-10 Sequentialcomputer visiontabular time series39Feb 26, 2026
Task-Incremental LearningCIFAR10 Sequentialtabular time series39Feb 26, 2026
Multivariate Time Series ClassificationUEA 30% missing rate (test)tabular time series39Apr 3, 2026
Question AnsweringHotpotQA (test)nlp39Feb 26, 2026
Cross-domain image retrievalOffice-Home R→A (test)computer visionretrieval search rag39Feb 26, 2026
Cross-domain image retrievalOffice-Home C→R (test)computer visionretrieval search rag39Feb 26, 2026
Cross-domain image retrievalOffice-Home P→R (test)computer visionretrieval search rag39Feb 26, 2026
Single-class unlearningMNISTadversarial safety security39Jun 24, 2026
PlanningPushTrobotics embodied aiPlanning on PushT performance trend39Jun 9, 2026
Multi-view ClusteringProteinFoldgraph39Feb 26, 2026
Multi-view ClusteringDHAgraph39Feb 26, 2026