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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 2023 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Clusteringlettertabular time series17Mar 31, 2026
Clusteringcifar10tabular time series17Mar 31, 2026
Multimodal Mathematical ReasoningWeMath (test)multimodalnlp+117Mar 31, 2026
Image ClassificationEuroSATcomputer vision17Apr 1, 2026
Monocular Metric Depth EstimationScanNet++3d vision geometrycomputer vision17Jun 1, 2026
Fine-grained Open-vocabulary Object DetectionFG-OVD 1.0 (test)computer vision17Mar 31, 2026
Image RetrievalGPR1200retrieval search ragcomputer vision17Mar 30, 2026
LocalizationHazard Detection (val)computer vision17Mar 30, 2026
Text GenerationHazard Detection (val)nlp17Mar 30, 2026
3D Semantic SegmentationMatterport3D K=160 (test)3d vision geometry17Mar 30, 2026
3D Semantic SegmentationMatterport3D K=80 (test)3d vision geometry17Mar 30, 2026
3D Semantic SegmentationMatterport3D K=40 (test)3d vision geometry17Mar 30, 2026
Camouflaged Object DetectionOVCOD-Dcomputer vision17Mar 30, 2026
Open-Vocabulary 3D Semantic SegmentationScanNet 10 classes3d vision geometrycomputer vision17Jun 30, 2026
Open-Vocabulary 3D Semantic SegmentationScanNet 15 classes3d vision geometrycomputer vision17Jun 30, 2026
Open-Vocabulary 3D Semantic SegmentationScanNet 19 classes3d vision geometrycomputer vision17Jun 30, 2026
Video Quality JustificationS2I-Benchcomputer vision17Mar 30, 2026
Speech reconstructionSeed-TTS Englishspeech audio17May 28, 2026
Panoptic SegmentationSemanticKITTI (val)computer vision17Mar 27, 2026
Multiple Choice Question AnsweringMedical and Mental Health MCQA (MHQA, MedMCQA, MMLU-hsp, MMLU-pp, USMLE)nlp17Mar 27, 2026
ClassificationMental Health Classification Datasets (ANGST, dreaddit, CAMS, SAD)computer visionnlp+317Mar 27, 2026
Multimodal Event ForecastingICE IMG-TXT 18multimodalnlp17Mar 27, 2026
Multimodal Event ForecastingICE IMG-TXT 14multimodalnlp17Mar 27, 2026
Autonomous NavigationGazebo simulation 50 dynamic and static obstaclesrobotics embodied ai17May 29, 2026
Image CaptioningCOCOmultimodalcomputer vision+117Mar 26, 2026