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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 1504 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Commonsense Question AnsweringAbductive NLI (aNLI) (val)nlp21Feb 26, 2026
Customized Text-to-Image GenerationDreamBench (test)image generation editing21Apr 13, 2026
RGBT TrackingVTUAVcomputer vision21Feb 26, 2026
Gaussian DeblurringCelebA-HQ 1K (test)computer visionimage generation editing21Feb 26, 2026
Sign Language ProductionHow2Sign (test)computer visionnlp21Jun 4, 2026
Zero-shot ClassificationEuroSATnlpcomputer vision21May 19, 2026
Underwater Salient Object DetectionUSOD10k 1.0 (test)computer vision21Feb 26, 2026
Unsupervised Person Re-identificationMarket1501computer vision21Feb 26, 2026
Class-agnostic 3D instance segmentationScanNet++3d vision geometrycomputer vision21Jun 15, 2026
Object RecognitionOpenImages v7 (val)computer vision21Feb 26, 2026
Object RecognitionCC3M (test)computer vision21Feb 26, 2026
Vision-and-Language NavigationIR2R (val-unseen)robotics embodied aimultimodal21Mar 31, 2026
Vision-and-Language NavigationIR2R (val-seen)robotics embodied aimultimodal21Mar 31, 2026
CT Image ReconstructionAAPM OOD (test)bio medicalcomputer vision21Feb 26, 2026
CT Image ReconstructionCropped OOD circle (test)bio medicalcomputer vision21Feb 26, 2026
Novel View SynthesisX3D Multiple scenes (Average reported)3d vision geometry21Feb 26, 2026
Semantic SegmentationCityscapes original (1/2 (1488 labeled images))computer vision21Jul 7, 2026
Instance SegmentationCOCOcomputer vision21Jun 16, 2026
LiDAR Scene Flow EstimationWaymo Open Dataset 1.0 (val)3d vision geometrycomputer vision21Feb 26, 2026
Scientific data visualizationMatPlotBench 1.0 (test)miscellaneous21Feb 26, 2026
Competitive ProgrammingCodeforces Ratingcode developer ai21Feb 26, 2026
Multiple-choice question answeringMMLU (test)nlp21Jul 2, 2026
Medical Report GenerationIU X-Raybio medicalnlp21Feb 26, 2026
Adversarial DefenseModelNet40adversarial safety securitycomputer vision21Feb 26, 2026
Visual ReasoningNLVR2 (dev)multimodalcomputer vision21Apr 21, 2026