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Benchmarks

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

309,131 benchmarksPage 261 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Scene Text RecognitionSVTPcomputer vision64Mar 20, 2026
Image ClassificationImbalanced CIFAR-10 (val)computer vision64Feb 26, 2026
Multivariate Time Series ForecastingSolar Energytabular time series64Feb 26, 2026
Word-level language modelingWikiText-103 (dev)nlp64Feb 26, 2026
Multi-hop Question AnsweringHotpotQA fullwiki setting (test)nlpretrieval search ragMulti-hop Question Answering on HotpotQA fullwiki setting (test) performance trend64Feb 26, 2026
Image ClassificationCIFAR-10 Symmetric Noise (test)computer vision64Feb 26, 2026
3D Object DetectionSUN RGB-D (test)3d vision geometrycomputer vision64Feb 26, 2026
Gait RecognitionCASIA-B CL (Coat) #1-2 (probe)computer visionGait Recognition on CASIA-B CL (Coat) #1-2 (probe) performance trend64Feb 27, 2026
Action RecognitionCharadescomputer vision64Feb 26, 2026
Whole-body Pose EstimationCOCO-Wholebody 1.0 (val)computer vision64Feb 26, 2026
Multiple Choice Question AnsweringRACEnlp64Jun 1, 2026
Semantic SegmentationScanNet (test)computer visionSemantic Segmentation on ScanNet (test) performance trend64Mar 10, 2026
Image RetrievalStanford Online Productsretrieval search ragcomputer vision64May 12, 2026
Topic ClassificationDBPedia (test)nlp64Feb 26, 2026
Part-of-Speech TaggingPenn TreeBank (test)nlp64Feb 26, 2026
3D Molecule GenerationQM9 (test)bio medical3d vision geometry64Mar 25, 2026
Low-rank tensor decompositionCardiac MRI tensortabular time series64Feb 26, 2026
ClassificationHAR (test)computer visionnlp+364Jun 23, 2026
Image GenerationCIFAR-10 32x32 (50K samples)image generation editing64Feb 26, 2026
3D Shape recognitionModelNet10 (test)3d vision geometry64Feb 26, 2026
Semantic SegmentationVaihingen (test)computer vision64May 12, 2026
Polyp SegmentationClinicDBcomputer visionbio medical64Apr 7, 2026
Commonsense reasoningPIQA 1.0 (test)nlp64Apr 21, 2026
Class-incremental learningImageNet-R 5-taskcomputer visiontabular time series64May 28, 2026
Video Action ClassificationDiving-48computer visionVideo Action Classification on Diving-48 performance trend64Apr 23, 2026