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Benchmarks

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

309,131 benchmarksPage 1968 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sentiment ClassificationSST-2 (OOD)nlp18Feb 26, 2026
Sentiment ClassificationSemEval 2017 (OOD)nlp18Feb 26, 2026
Sentiment ClassificationIMDb (In-domain)nlp18Feb 26, 2026
3D Object DetectionS3DIS3d vision geometrycomputer vision18Feb 26, 2026
Claim VerificationDIALFACT (val)nlp18Feb 26, 2026
Claim VerificationDIALFACT (test)nlp18Feb 26, 2026
Hallucination DetectionFOILllm chat instructionnlp18Feb 26, 2026
Aerial Object DetectionHRSC 2016computer vision18Mar 18, 2026
Image ClassificationImageNetcomputer vision18Feb 26, 2026
Class-incremental learning5-datasets (test)computer visiontabular time series18Feb 26, 2026
Object DetectionPASCAL VOC (VOC07 labeled + VOC12 + COCO20cls unlabeled)computer vision18Feb 26, 2026
Face Super-ResolutionCelebA-HQ 1024x1024 (test)computer vision18Feb 26, 2026
LiDAR-based Panoptic SegmentationSemanticKITTI 1.0 (test)3d vision geometrycomputer vision18Feb 26, 2026
Image InpaintingCelebA v1 (test)image generation editingcomputer vision18Feb 26, 2026
Machine TranslationIWSLT17 En-Fr (test)nlp18Feb 26, 2026
Smiling ClassificationCelebA (test)computer vision18Feb 26, 2026
Text-to-image synthesisMSCOCO (test)image generation editing18Feb 26, 2026
Script ReasoningScript Reasoningnlp18Feb 26, 2026
Cross-domain continual learningOfficeHome unseen domainscomputer visionnlp+118Feb 26, 2026
Cross-domain continual learningDomainNet unseen domainscomputer visionnlp+118Feb 26, 2026
Point Cloud ClassificationModelNet40 42 (test)3d vision geometry18Feb 26, 2026
Image ClassificationWaterbirds 95% (test)computer vision18May 14, 2026
Image ClassificationSTL-10 (train test)computer vision18Feb 26, 2026
Table Structure RecognitionSciTSRcomputer visionnlp18Apr 20, 2026
ClassificationPlaces 205computer visionnlp+318May 6, 2026