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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 1485 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Closed-loop simulationNeuroNCAProbotics embodied ai21Mar 9, 2026
Long Video UnderstandingMLVU multiple-choice taskcomputer vision21Feb 26, 2026
Image CaptioningRSITMDmultimodalcomputer vision+121Mar 11, 2026
Point Cloud ClassificationModelNet40 10-way 20-shot3d vision geometry21Feb 26, 2026
Point Cloud ClassificationModelNet40 10-way 10-shot3d vision geometry21Feb 26, 2026
Point Cloud ClassificationModelNet40 5-way 20-shot3d vision geometry21Feb 26, 2026
Point Cloud ClassificationModelNet40 5-way 10-shot3d vision geometry21Feb 26, 2026
Point Cloud Object RecognitionScanObjectNN OBJ_ONLY (test)3d vision geometry21Feb 26, 2026
Object DetectionFireRescue dataset (test)computer vision21Feb 26, 2026
Polygonal Surface ReconstructionABC-plane3d vision geometry21Feb 26, 2026
Deep ClusteringCIFAR-100tabular time series21Feb 26, 2026
Semantic SegmentationEarthVLSet (test)computer vision21Feb 26, 2026
Multiple-choice Visual Question AnsweringEarthVLSetmultimodalcomputer vision+121Feb 26, 2026
Visual-Semantic UnderstandingCII-Benchmultimodalcomputer vision+121Feb 26, 2026
Humor DetectionYesButnlp21Feb 26, 2026
Deep Semantic InferenceDeepEvalnlp21Feb 26, 2026
Explicit Content UnlearningI2Padversarial safety security21May 18, 2026
3D object selectionLERF-OVS3d vision geometrycomputer vision21May 7, 2026
Multi-image GroundingMIG-Bench (test)multimodalcomputer vision21Apr 14, 2026
Video Action RetrievalSOVABench Intra-pair 1.0computer visionmultimodal21Feb 26, 2026
Video Action RetrievalSOVABench Inter-pair 1.0computer visionmultimodal21Feb 26, 2026
3D SegmentationNVOS (held-out val view)3d vision geometrycomputer vision21Feb 26, 2026
Leaf Disease ClassificationPlantDoccomputer visionbio medical21Apr 30, 2026
Adversarial PurificationCelebA-HQadversarial safety securitycomputer vision21Feb 26, 2026
text-to-video generationVBench HunyuanVideo (test)video generation editing21Feb 26, 2026