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Benchmarks

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

309,131 benchmarksPage 101 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Few-shot ClassificationModelNet40 10-way 10-shotcomputer visionnlp+1117May 6, 2026
Video Question AnsweringMSRVTTmultimodalcomputer visionVideo Question Answering on MSRVTT performance trend117Jun 24, 2026
Image ClassificationPCAMcomputer visionImage Classification on PCAM performance trend117May 19, 2026
3D Object DetectionDAIR-V2X3d vision geometrycomputer vision117Mar 25, 2026
Novel View SynthesisTanks & Temples3d vision geometry117May 20, 2026
Few-shot Image ClassificationminiImageNet (test)computer visionFew-shot Image Classification on miniImageNet (test) performance trend117Apr 28, 2026
DeblurringRealBlur-Rcomputer visionImage Deblurring on RealBlur-R performance trend117Jul 2, 2026
Image ClassificationImageNet-Ccomputer visionImage Classification on ImageNet-C performance trend117Apr 24, 2026
Optical Flow EstimationKITTI 2015 (test)computer vision117Jun 30, 2026
5-way Image ClassificationtieredImageNet 5-way (test)computer vision117Feb 26, 2026
3D Semantic SegmentationScanNet (test)3d vision geometry3D Semantic Segmentation on ScanNet (test) performance trend117May 21, 2026
Temporal Action Segmentation50Saladscomputer visionTemporal Action Segmentation on 50Salads performance trend117May 12, 2026
Link PredictionCora (test)graphLink Prediction on Cora (test) performance trend117Jul 1, 2026
Image ClassificationILSVRC 2012 (test)computer vision117Feb 26, 2026
Image ReconstructionUnrolling Experiment Datasetcomputer vision117Feb 26, 2026
Image GenerationLSUN churchimage generation editingImage Generation on LSUN church performance trend117Mar 5, 2026
Out-of-Distribution DetectionOpenImage-Ocomputer visiontabular time series117Jun 17, 2026
Text-to-Video RetrievalYouCook2multimodalretrieval search rag117May 27, 2026
Image ClassificationSUN397computer visionImage Classification on SUN397 (Accuracy, ECE) performance trend116May 28, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instruction116May 27, 2026
Question AnsweringARC-CnlpQuestion Answering on ARC-C (Accuracy) performance trend116May 27, 2026
Visual ReasoningBLINKmultimodalcomputer vision116Jul 7, 2026
Name and Type ExtractionBPMN datasetcomputer visionnlp116Feb 26, 2026
Relation and Type ExtractionBPMNnlp116Feb 26, 2026
BPMN Element Type ClassificationBPMN Diagrams Datasetcomputer visionnlp116Feb 26, 2026