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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 81 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DetectionCityscapescomputer vision136May 19, 2026
Information ExtractionCORD (test)nlp136Jun 24, 2026
ClassificationCIFAR100-LT (test)computer visionnlp+3136Feb 26, 2026
Anomaly DetectionCIFAR-10tabular time series136Jun 30, 2026
Skeleton-based Action RecognitionNTU-RGB+D 120 (Cross-setup)computer visionSkeleton-based Action Recognition on NTU-RGB+D 120 (Cross-setup) performance trend136Feb 26, 2026
Video-to-Text RetrievalDiDeMomultimodalVideo-to-Text Retrieval on DiDeMo performance trend136May 27, 2026
Visual Question AnsweringVizWiz (test)multimodalcomputer vision+1136Jun 26, 2026
Text ClassificationSST-2nlpText Classification on SST-2 performance trend136Apr 21, 2026
Machine TranslationWMT English-German 2014 (test)nlpMachine Translation on WMT English-German 2014 (test) performance trend136Feb 27, 2026
Molecular Property PredictionMoleculeNet SIDER (scaffold)bio medical136Jun 25, 2026
Image ClassificationCIFAR-10C Severity Level 5 (test)computer visionImage Classification on CIFAR-10C Severity Level 5 (test) performance trend136May 19, 2026
Video Object SegmentationSA-V (val)computer visionVideo Object Segmentation on SA-V (val) performance trend136Jul 7, 2026
Text-to-SQLSpider-DKnlpcode developer ai136Jun 24, 2026
Semantic segmentationScanNet200 (val)computer visionSemantic Segmentation on ScanNet200 (val) performance trend136Apr 23, 2026
Image ClassificationGTSRBcomputer vision135Jun 12, 2026
Language ModelingWikiText-2, PTB, C4nlp135May 28, 2026
Mathematical ReasoningOmni-MATHllm chat instructionnlp135Jun 23, 2026
Long-form Video UnderstandingLongVideoBenchcomputer vision135May 18, 2026
Generated Image DetectionGenImage (test)image generation editingcomputer vision135Apr 23, 2026
Visual Question AnsweringScienceQA imgmultimodalcomputer vision+1135Jun 2, 2026
Backdoor DetectionCIFAR-10adversarial safety security135May 7, 2026
Novel View SynthesisLLFF 9-view3d vision geometry135Jul 2, 2026
Image ClassificationTinyImageNetcomputer vision135May 13, 2026
Visible-Thermal Person Re-identificationRegDB Thermal to Visiblecomputer visionVisible-Thermal Person Re-identification on RegDB Thermal to Visible performance trend135Jun 11, 2026
Image DenoisingDNDcomputer visionImage Denoising on DND performance trend135Apr 7, 2026