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Benchmarks

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

309,131 benchmarksPage 1512 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
CountingFSCD-147 (test)computer vision21Feb 27, 2026
Image ClassificationCIFAR100-PAMcomputer vision21Feb 26, 2026
Image ClassificationCIFAR10 alpha=100computer vision21Feb 26, 2026
Image ClassificationCIFAR10 (alpha=0.05)computer vision21Feb 26, 2026
Image ClassificationCIFAR10 alpha=0computer vision21Feb 26, 2026
Image ClassificationCIFAR100 alpha=1000computer vision21Feb 26, 2026
Image ClassificationCIFAR100 (alpha=0.5)computer vision21Feb 26, 2026
Image ClassificationCIFAR100 alpha=0computer vision21Feb 26, 2026
Imbalanced Image ClassificationCIFAR-100 (test)computer vision21Feb 26, 2026
Imbalanced Image ClassificationCIFAR-10 (test)computer vision21Feb 26, 2026
Many-to-one MRI Synthesis (T2, FLAIR -> T1)BRATS (test)bio medicalimage generation editing21Feb 26, 2026
Many-to-one MRI Synthesis (T1, FLAIR -> T2)BRATS (test)bio medicalcomputer vision21Feb 26, 2026
Instance SegmentationCOCO 2017 (train/val)computer vision21Feb 26, 2026
Dense Anomaly DetectionSMIYC ObstacleTrackcomputer visiontabular time series21Feb 26, 2026
Image Classificationmini-ImageNet-Red 80% noisecomputer vision21Feb 26, 2026
Image Classificationmini-ImageNet-Red 40% noisecomputer vision21Feb 26, 2026
Image Classificationmini-ImageNet-Red 20% noisecomputer vision21Feb 26, 2026
Panoptic Part SegmentationCityscapes Panoptic Parts (val)computer vision21Feb 26, 2026
Panoptic Part SegmentationPASCAL Panoptic Parts (PPP) (val)computer vision21Feb 26, 2026
Video ClassificationThyroid Ultrasound Video Datasetcomputer vision21Apr 27, 2026
Stock movement classificationAstock in-distribution 1.0tabular time series21Feb 26, 2026
Image ClassificationCIFAR-10 IDN-50% (test)computer vision21Feb 26, 2026
Document-level Relation ExtractionDWIE (test)nlp21Feb 26, 2026
Document-level Relation ExtractionDWIE (dev)nlp21Feb 26, 2026
Semi-supervised graph classificationGITHUB 10-fold cross-validationgraph21Feb 26, 2026