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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 313 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Entity AlignmentSRPRS DE-EN (test)graph57Feb 26, 2026
Entity AlignmentSRPRS FR-EN (test)graphEntity Alignment on SRPRS FR-EN (test) performance trend57Feb 26, 2026
Image ClassificationWebVision (val)computer visionImage Classification on WebVision (val) performance trend57May 21, 2026
Disentangled Representation LearningCars3Dcomputer vision57Jul 7, 2026
Face IdentificationMegaFace Challenge1 (Identification)computer vision57Feb 26, 2026
Node ClusteringACMgraph57Feb 26, 2026
Table Fact VerificationTABFACT small (test)nlptabular time series57Feb 26, 2026
Image ClassificationCIFAR-10 Long Tailed Imbalance Ratio 50 (test)computer vision57Feb 26, 2026
Time Series Anomaly DetectionSMAPtabular time series57Jun 18, 2026
Object DetectionCityscapes to Foggy Cityscapes (val)computer vision57Feb 26, 2026
Image DehazingSOTS outdoor RESIDE (test)computer visionImage Dehazing on SOTS outdoor RESIDE (test) performance trend57Apr 28, 2026
Long Form Question AnsweringELI5llm chat instructionnlp57Jun 2, 2026
Object DetectionCOCO (novel)computer vision57Jun 9, 2026
Text ClassificationAmazon Review Polarity (AMZP)nlp57Mar 30, 2026
Question AnsweringCommonsenseQA IH (test)nlp57Feb 26, 2026
Fact VerificationFEVER (dev)nlpFact Verification on FEVER (dev) performance trend57Feb 26, 2026
Link PredictionWN18RR filtered (test)graph57Feb 26, 2026
Machine Reading ComprehensionSQuAD 2.0 (dev)nlp57Feb 26, 2026
Birds-Eye-View DetectionKITTI (test)computer visionBirds-Eye-View Detection on KITTI (test) performance trend57Jun 24, 2026
Low-shot Image ClassificationImageNet 1k (novel classes)computer vision57Feb 26, 2026
3D Object ClassificationModelNet10 (test)3d vision geometrycomputer vision57Mar 12, 2026
3D Object DetectionKITTI (val)3d vision geometrycomputer vision57Feb 26, 2026
Image ClassificationWebvision (test)computer visionImage Classification on Webvision (test) performance trend57Feb 26, 2026
Click-Through Rate PredictionCriteo (test)tabular time series57May 8, 2026
Job Shop SchedulingTaillard's benchmark Avgmiscellaneous57Mar 17, 2026