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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 110 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Moment RetrievalTACoS (test)multimodalcomputer vision+1Video Moment Retrieval on TACoS (test) performance trend111May 29, 2026
Color Image DenoisingMcMastercomputer vision111Mar 30, 2026
Monocular Depth EstimationScanNet3d vision geometrycomputer visionMonocular Depth Estimation on ScanNet performance trend111Jun 12, 2026
Link PredictionReddit (inductive)graph111May 18, 2026
Few-Shot Class-Incremental LearningCIFAR100computer visiontabular time series111Jun 24, 2026
LiDAR Semantic SegmentationSemanticKITTI 1.0 (test)computer vision3d vision geometry111May 19, 2026
Medical Image SegmentationLA Atrial Segmentation Challenge 2018 (evaluation)bio medicalcomputer vision111Mar 11, 2026
Action RecognitionDiving-48computer vision111May 25, 2026
Audio ClassificationESC-50 (test)speech audio111Jun 16, 2026
Video RecognitionUCF101computer vision111May 28, 2026
Video-to-Text RetrievalDiDeMo (test)multimodalVideo-to-Text Retrieval on DiDeMo (test) performance trend111Apr 14, 2026
Neural Architecture SearchCIFAR-10 NAS-Bench-201 (val)miscellaneous111May 19, 2026
Video CaptioningMSVD (test)multimodalVideo Captioning on MSVD (test) performance trend111Feb 27, 2026
Image ClusteringCIFAR-100computer visionImage Clustering on CIFAR-100 performance trend111Apr 14, 2026
Machine Reading ComprehensionRACE (test)nlp111Feb 26, 2026
Visual EntailmentSNLI-VE (val)multimodalnlp+1Visual Entailment on SNLI-VE (val) performance trend111May 8, 2026
Image ClassificationBirdsnapcomputer vision111Feb 26, 2026
Out-of-distribution DetectionCIFAR-100 SVHN in-distribution out-of-distribution (test)computer visiontabular time series111Jul 8, 2026
Human ParsingLIP (val)computer visionHuman Parsing on LIP (val) performance trend111Feb 26, 2026
Image Denoising14 imagescomputer vision111Feb 26, 2026
Traffic Flow ForecastingPEMS08 (test)tabular time seriesTraffic Flow Forecasting on PEMS08 (test) performance trend111May 26, 2026
Traffic Flow ForecastingPEMS04 (test)tabular time seriesTraffic Flow Forecasting on PEMS04 (test) performance trend111May 26, 2026
Visual Question AnsweringV*Benchmultimodalcomputer vision+1111Jul 7, 2026
Hallucination reductionCAA hallucination benchmark multiple-choicellm chat instructionnlp110Jun 9, 2026
Safety EvaluationBeaverTails (test)adversarial safety security110May 26, 2026