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Benchmarks

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

309,131 benchmarksPage 1141 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multivariate Time Series ClassificationSelfRegSCP1tabular time series25Apr 2, 2026
Dense CaptioningVG V1.2computer visionmultimodal25Mar 26, 2026
Image ClassificationCheXpert (test)computer vision25Feb 26, 2026
Bag-level classificationCervical Cancer Datasetbio medicalcomputer vision25Feb 26, 2026
Hate Speech DetectionETHOS-Rnlp25Feb 26, 2026
Hate Speech DetectionETHOS-SOnlp25Feb 26, 2026
Sentiment AnalysisEmoSnlp25Feb 26, 2026
Visual TrackingFE108computer vision25Feb 26, 2026
Speech Emotion RecognitionIEMOCAP (five-fold/ten-fold cross-validation)speech audio25Apr 10, 2026
SegmentationISIC Melanoma 2019computer vision25Feb 26, 2026
SegmentationBraTs Brain-Tumor 2021computer vision25Feb 26, 2026
Graph ClassificationMotif correlation shift (test)graph25Feb 26, 2026
Text-to-Video GenerationUCF-101 (test)video generation editing25Feb 26, 2026
Image ClassificationImageNet Basecomputer vision25Feb 26, 2026
Document RetrievalMS MARCO document retrieval (DL'20)retrieval search rag25Jun 11, 2026
Image DenoisingMultiRAW Camera5computer vision25Feb 26, 2026
Image DenoisingMultiRAW Camera4computer vision25Feb 26, 2026
Image DenoisingMultiRAW Camera3computer vision25Feb 26, 2026
Image DenoisingMultiRAW Sony A6400computer vision25Feb 26, 2026
Image DenoisingMultiRAW Canon EOSR10computer vision25Feb 26, 2026
Large Vision-Language ModelingTiny LVLM (test)multimodalcomputer vision+125Feb 27, 2026
Face Anti-SpoofingMSU-MFSD (M) & Replay-Attack (I) to OULU-NPU (O) (test)computer vision25Jun 5, 2026
Text-to-Image GenerationMARIO-Evalimage generation editing25Feb 27, 2026
Graph Anomaly DetectionGADBenchgraph25Feb 26, 2026
Node Anomaly DetectionReddit fully-supervisedgraph25Feb 26, 2026