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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 75 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical Image SegmentationBUSIbio medicalcomputer vision143Jun 30, 2026
Long-context understandingLongBenchllm chat instructionnlp143Jun 25, 2026
Membership Inference AttackFlickradversarial safety security142Apr 2, 2026
Text RetrievalMSCOCOretrieval search rag142Apr 21, 2026
Monocular Depth EstimationSintel3d vision geometrycomputer vision142Jul 7, 2026
Backdoor AttackGTSRBadversarial safety security142May 28, 2026
Action RecognitionSSV2computer vision142May 25, 2026
Optical Character Recognition BenchmarkingOCRBenchcomputer visionnlp142Jul 7, 2026
Diagram Question AnsweringAI2D (test)computer visionnlp142Mar 5, 2026
Long-term Time Series ForecastingILItabular time series142May 18, 2026
Visual Question AnsweringVQA v2 (test)multimodalcomputer vision+1142Jun 16, 2026
Blind Image Quality AssessmentFLIVEcomputer vision142Jun 30, 2026
Text-to-image retrievalMSCOCOmultimodalretrieval search rag142May 26, 2026
ClassificationImageNet 1k (test val)computer visionnlp+3142Jun 4, 2026
Unsupervised Domain AdaptationDomainNetcomputer visiontabular time series142Mar 19, 2026
Cross-modality Person Re-identificationSYSU-MM01 (All Search)multimodalcomputer visionCross-modality Person Re-identification on SYSU-MM01 (All Search) performance trend142Feb 26, 2026
Video CaptioningMSR-VTT (test)multimodalVideo Captioning on MSR-VTT (test) performance trend142Jun 1, 2026
Stereo MatchingKITTI 20153d vision geometrycomputer visionStereo Matching on KITTI 2015 performance trend142Jul 9, 2026
JPEG artifact reductionLIVE1computer visionJPEG Artifact Reduction on LIVE1 performance trend142May 26, 2026
Link PredictionWN18 (test)graph142Feb 26, 2026
Sentiment ClassificationCRnlp142Feb 27, 2026
Video ReasoningVideoMMMUcomputer vision141Jul 7, 2026
Text-based Visual Question AnsweringTextVQAmultimodalcomputer vision+1141Jun 26, 2026
Language ModelingFineWeb-Edunlp141May 25, 2026
PlanningSudokurobotics embodied ai141Jun 17, 2026