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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 239 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Person Re-identificationMARScomputer visionPerson Re-identification on MARS performance trend67Feb 26, 2026
Multi-turn Response SelectionDouban Conversation CorpusnlpMulti-turn Response Selection on Douban Conversation Corpus performance trend67Feb 26, 2026
Dependency ParsingWSJ (test)nlp67Feb 26, 2026
Image ClassificationVOC 2007 (test)computer vision67Feb 26, 2026
Binary SegmentationKvasir-SEG (test)computer vision67Feb 26, 2026
Survival PredictionTCGA-BRCA (test)bio medicaltabular time seriesSurvival Prediction on TCGA-BRCA (test) performance trend67May 21, 2026
Anomaly DetectionRESCtabular time series67Jun 30, 2026
Table Question AnsweringWikiTQ (dev)nlpretrieval search rag67Jun 8, 2026
Semantic SegmentationFMBcomputer vision67Jun 16, 2026
Oriented Object DetectionDIOR-Rcomputer visionOriented Object Detection on DIOR-R performance trend67May 6, 2026
Zero-shot AccuracyARC Easynlp67May 26, 2026
Text-to-Image GenerationWISEimage generation editingText-to-Image Generation on WISE performance trend67May 8, 2026
Mathematical ReasoningTheoremQAllm chat instructionnlpMathematical Reasoning on TheoremQA performance trend67Jun 30, 2026
PlanningRotating DDIrobotics embodied ai66Jul 7, 2026
ImputationFacial expression dataset (MNAR)tabular time series66Jul 7, 2026
Data Imputationpowerplant MAR (test)tabular time series66Jul 7, 2026
Traveling Salesman ProblemTSPLib All Instances (N < 250)miscellaneous66Jun 30, 2026
Capacitated Vehicle Routing ProblemCVRPLibmiscellaneous66Jun 30, 2026
Binary Classification65 binary imbalanced datasetstabular time series66Jun 29, 2026
Vision-language alignmentImageNet-100multimodalcomputer vision+166Jun 23, 2026
Vision-language alignmentCIFAR-100multimodalcomputer vision+166Jun 23, 2026
ClassificationControlled Distribution Shiftcomputer visionnlp+366Jun 23, 2026
ClassificationClassification Taskscomputer visionnlp+366Jun 23, 2026
Image ClassificationCIFAR-10 standard (test)computer vision66Jun 25, 2026
Secure Code GenerationPython (test)code developer aiadversarial safety security66Jun 16, 2026