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Benchmarks

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

309,131 benchmarksPage 2067 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Explanation GenerationGDELT (test)nlp17Feb 26, 2026
Explanation GenerationICEWS14 (test)nlp17Feb 26, 2026
Semantic SimilarityWIKI (test)nlpretrieval search rag17Feb 26, 2026
Semantic SimilarityICEWS18 (test)nlpretrieval search rag17Feb 26, 2026
Temporal ReasoningICEWS05-15 (test)nlp17Feb 26, 2026
Temporal ReasoningGDELT (test)nlp17Feb 26, 2026
Temporal ReasoningICEWS14 (test)nlp17Feb 26, 2026
Image InpaintingMISATO @512 (test)image generation editingcomputer vision17Feb 26, 2026
Audiovisual Question AnsweringMUSIC-QAmultimodalcomputer vision+117Apr 21, 2026
Interleaved Image Multimodal UnderstandingMantismultimodalcomputer vision+117Apr 21, 2026
Object DetectionCOCO Open Vocabularycomputer vision17Feb 26, 2026
Novel View SynthesisEMDB 1.0 (test)3d vision geometry17Feb 26, 2026
Person Re-IdentificationLAGPeR Ground to Aerial+Groundcomputer vision17May 19, 2026
Person Re-IdentificationLAGPeR Ground to Aerialcomputer vision17May 19, 2026
Class Incremental Semantic SegmentationADE20K 100-50 (2 steps)computer vision17Feb 26, 2026
Target DetectionIRBFD-syncomputer vision17Feb 26, 2026
Semantic SegmentationPASCAL VOC 2012 V20 (val)computer vision17Feb 26, 2026
World Knowledge ReasoningWISE random subset of 200 samplesllm chat instructionnlp17Feb 26, 2026
Reconstruction RobustnessCIFAR10 (test)computer vision17Feb 26, 2026
Reconstruction RobustnessCIFAR10 (train)computer vision17Feb 26, 2026
Image RegistrationLearn2Reg Abdomen CT-CT (test)computer vision3d vision geometry17Mar 26, 2026
MRI ReconstructionfastMRI knee Radial pattern (test)bio medicalcomputer vision17Feb 26, 2026
Video DescriptionVideoDetailCaption (VideoDC) (test)computer visionnlp17Feb 26, 2026
Video Question AnsweringPerceptionTest (val)multimodalcomputer vision17Feb 26, 2026
SegmentationUPENN-GBM (test)computer vision17Feb 26, 2026