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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 1142 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node Anomaly DetectionReddit (semi-supervised)graph25Feb 26, 2026
Molecular property classificationHIV (scaffold)bio medical25Feb 26, 2026
Learning to DeferCIFAR-10H (test)computer visionnlp+125Apr 13, 2026
Discrete ReasoningDROPnlp25May 19, 2026
3D wireframe reconstructionBuilding3D Tallinn city3d vision geometrycomputer vision25Apr 6, 2026
Traveling Salesman ProblemTSP n=125 (1k instances)miscellaneous25Jun 11, 2026
Semantic SegmentationVOC (val)computer vision25Feb 26, 2026
Image ClassificationCIFAR-100 Noisy (test)computer vision25Jun 30, 2026
Image ClassificationCIFAR100 (test)computer vision25Feb 26, 2026
Class-Incremental LearningS-CIFAR-10computer visiontabular time series25Feb 26, 2026
Reinforcement LearningMountainCarrobotics embodied ai25Jun 23, 2026
ClusteringCIFAR-100tabular time series25Apr 2, 2026
Video Semantic SegmentationVSPW (test)computer vision25Feb 26, 2026
Maximum Independent SetTWITTER (test)graph25Jul 2, 2026
Bias MeasurementStereoSetnlpadversarial safety security25Mar 31, 2026
3D Place RecognitionCS-CAMPUS3D (test)3d vision geometrycomputer vision25Feb 26, 2026
Link predictionWikiCSgraph25Jun 11, 2026
Continual Learning5-Datasetsmiscellaneous25Jun 30, 2026
Person Re-IdentificationCeleb-reID-light (test)computer vision25Feb 27, 2026
Medical Image SegmentationAbd-CTbio medicalcomputer vision25Mar 24, 2026
Language ModelingShakespearenlp25Feb 26, 2026
Medical Image SegmentationICHbio medicalcomputer vision25Feb 26, 2026
Object DetectionCOCO open-vocabulary (test)computer vision25Feb 27, 2026
Image ClassificationTerra Incognita (test)computer vision25Feb 26, 2026
Image ClassificationSTL-10 USB (test)computer vision25Feb 26, 2026