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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 2088 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image-to-Text RetrievalAIC-ICCmultimodalretrieval search rag17Feb 26, 2026
Few-Shot ClassificationImageNet minicomputer visionnlp+117Feb 26, 2026
Decision context migration (DE to DC)Erdős-Rényi graph (ER) (test)graph17Feb 26, 2026
Decision context migration (DC to DE)Erdős-Rényi graph (ER) (test)graph17Feb 26, 2026
Decision context migration (DE to DC)Kronecker graph (Kro) (test)graph17Feb 26, 2026
Decision context migration (DC to DE)Kronecker graph (Kro) (test)graph17Feb 26, 2026
Image ReconstructionCelebA (test)computer vision17Jun 15, 2026
Object DetectionFSCD-LVIS unseen classes (test)computer vision17Feb 27, 2026
Audio-visual Zero-Shot LearningActivityNet GZSLmultimodalspeech audio+117Feb 27, 2026
Audio-visual Zero-Shot LearningUCF GZSLmultimodalspeech audio+117Feb 27, 2026
Multi-contrast MRI Synthesis (T1, PD -> T2)IXI (test)bio medicalimage generation editing17Feb 26, 2026
Multi-contrast MRI Synthesis (T1, T2 -> PD)IXI (test)bio medicalcomputer vision17Feb 26, 2026
Handwritten Mathematical Expression RecognitionHME100Kcomputer visionnlp17Feb 26, 2026
3D Human Pose EstimationTotalCapture (Seen Cameras (1,3,5,7), Unseen Subjects (S4, S5))3d vision geometrycomputer vision17Feb 27, 2026
3D Human Pose EstimationTotalCapture (Seen Cameras (1,3,5,7), Seen Subjects (S1, S2, S3))3d vision geometrycomputer vision17Feb 27, 2026
Gleason GradingSICAP v2bio medicalcomputer vision17Feb 26, 2026
3D Hand Pose EstimationICVL3d vision geometry17Feb 26, 2026
Offline Reinforcement LearningD4RL HalfCheetah Medium-Replayrobotics embodied ai17Feb 26, 2026
Entity AlignmentDBP1M EN-DEgraph17Feb 26, 2026
Entity AlignmentDBP1M EN-FRgraph17Feb 26, 2026
5-way Few-Shot ClassificationMiniImageNetcomputer visionnlp+117Feb 26, 2026
Multi-label ClassificationOpenImages V3 (test)computer visionnlp+217Feb 26, 2026
3D Object ClassificationScanNet 103d vision geometrycomputer vision17Feb 26, 2026
Image DeblurringNTIRE Image Deblurring Challenge Track 2 (JPEG Artifacts) 2021 (test)computer vision17Feb 26, 2026
Binary ClassificationTABFACT small (test)tabular time series17Feb 26, 2026