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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 1340 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-Object TrackingTAO (test)computer vision23Mar 26, 2026
PET SynthesisPET Synthesis Dataset (test)bio medicalimage generation editing23Feb 26, 2026
DetectionnuScenes (val)computer vision23Feb 26, 2026
Arithmetic ReasoningMAWPSnlpllm chat instruction23Jun 4, 2026
Continual LearningOL-CIFAR100 (Tasks 0-6)miscellaneous23Feb 26, 2026
Continual Image Classification5-Datasetscomputer vision23Mar 18, 2026
Semantic SegmentationSUN-RGBD 53 (test)computer vision23Feb 26, 2026
Semantic SegmentationCholecSeg8K (test)computer vision23Jul 7, 2026
Grounded Question AnsweringNExT-GQA (test)computer visionnlp23Feb 26, 2026
Chest X-ray ClassificationTuberculosis (test)bio medicalcomputer vision23Feb 26, 2026
Dynamic CBCT reconstructionSimulation data XCAT and 4DCT (test)3d vision geometrybio medical23Feb 26, 2026
Biomarker SegmentationTNBC (test)bio medicalcomputer vision23Feb 26, 2026
Video Question AnsweringMovieChat-1k Breakpointmultimodalcomputer vision23Feb 26, 2026
Medical Image SegmentationACDC (10%)bio medicalcomputer vision23Jul 7, 2026
Video UnderstandingMMBench-Videocomputer vision23Apr 7, 2026
Keyword SpottingSpeech Commands KS2 v2speech audio23Feb 26, 2026
Cross-modal retrievalAudioCaps (test)multimodalretrieval search rag23Feb 26, 2026
Multi-Session Place RecognitionSNAIL 2 Pairscomputer vision22Jul 9, 2026
Multi-Session Place RecognitionHeLiPR 2 Pairscomputer vision22Jul 9, 2026
Multi-Session Place RecognitionNCLT 3 Pairscomputer vision22Jul 9, 2026
Visual Question AnsweringMMBench Chinesemultimodalcomputer vision+122Jul 9, 2026
Performance Retention AnalysisAggregate Benchmarkstabular time series22Jul 9, 2026
Image ClassificationImageNet-100 50% Compression (test)computer vision22Jul 9, 2026
Motion CustomizationDavisBenchvideo generation editing22Jul 9, 2026
Policy FollowingPOLICYSHIFTBENCH Shiftllm chat instruction22Jul 8, 2026