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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 871 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text EmbeddingMTEB Code v1nlpretrieval search rag30Apr 21, 2026
Student Action PredictionBiotechnology Student Logsbio medicalnlp30Feb 26, 2026
DenoisingCIN-D Outdoor Scenesbio medicalcomputer vision30Feb 26, 2026
DenoisingCIN-D Indoor Scenesbio medicalcomputer vision30Feb 26, 2026
DenoisingLSUN Bed + Cat Average (val)bio medicalcomputer vision30Feb 26, 2026
Action-Conditioned Temporal Grounded ReasoningKnow-Show 1.0 (test)computer visionnlp30Feb 26, 2026
High-Resolution Visual ReasoningHR-Benchcomputer visionmultimodal30Jun 1, 2026
Referring Expression ComprehensionRefBench PROcomputer visionnlp30Feb 26, 2026
Semantic SegmentationPascal 1/4 labels VOC 2012computer vision30Feb 26, 2026
Semantic SegmentationPascal 1/8 labeled VOC 2012computer vision30Feb 26, 2026
Underwater Image EnhancementSUIM-E (test)computer vision30Jun 16, 2026
Textual Explanation GenerationImageNet 1Kcomputer visionnlp30Feb 26, 2026
Deepfake DetectionDFDC 10 (test)computer visionadversarial safety security30Feb 26, 2026
Deepfake DetectionCeleb-DF 9 (test)computer visionadversarial safety security30Feb 26, 2026
Visual ReasoningV*multimodalcomputer vision30Jul 8, 2026
Monocular Depth EstimationnuScenes (val)3d vision geometrycomputer vision30Jun 23, 2026
Multi-view Point Map EstimationNRGBD3d vision geometry30May 21, 2026
Image CaptioningNWPU-Captionsmultimodalcomputer vision+130Mar 11, 2026
Human Motion ReconstructionAMASS (Protocol 1)computer vision3d vision geometry30Jun 23, 2026
Image Classification11 image recognition datasets (Base classes)computer vision30May 12, 2026
ClassificationPANDAcomputer visionnlp+330Apr 20, 2026
Image RetrievalRSITMDretrieval search ragcomputer vision30Feb 26, 2026
Sentence RetrievalRSITMDretrieval search rag30Feb 26, 2026
Image RetrievalRSICDretrieval search ragcomputer vision30Feb 26, 2026
Sentence RetrievalRSICDretrieval search rag30Feb 26, 2026