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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 56 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAIME 24/25llm chat instructionnlp171May 29, 2026
KnowledgeMMLUnlpKnowledge on MMLU performance trend171Jul 2, 2026
Text-based Person SearchCUHK-PEDES (test)computer visionnlpText-based Person Search on CUHK-PEDES (test) performance trend171May 15, 2026
Image DehazingSOTScomputer vision171May 19, 2026
Interactive SegmentationSBDcomputer visionInteractive Segmentation on SBD performance trend171Feb 26, 2026
Whole Slide Image classificationCAMELYON16 (test)bio medicalcomputer vision171Jun 30, 2026
Image Classification20 Vision Classification Taskscomputer vision170Jun 23, 2026
Automatic Speech RecognitionLibriSpeech (test-clean)speech audio170Jul 1, 2026
Question AnsweringPubMedQA (test)nlp170Apr 21, 2026
Multivariate long-term series forecastingElectricity (test)tabular time series170Mar 31, 2026
Class-conditional Image GenerationImageNet 64x64image generation editingClass-conditional Image Generation on ImageNet 64x64 performance trend170May 11, 2026
DeblurringRealBlur-R (test)computer visionDeblurring on RealBlur-R (test) performance trend170May 5, 2026
Image RetrievalFlickr30Kretrieval search ragcomputer vision170Jun 18, 2026
Mathematical ReasoningGSM-Hardllm chat instructionnlp169Feb 26, 2026
Visual Question AnsweringMMBench (MMB)multimodalcomputer vision+1Visual Question Answering on MMBench performance trend169Jul 7, 2026
Video Question AnsweringMSVDmultimodalcomputer visionVideo Question Answering on MSVD performance trend169Jun 24, 2026
Video ClassificationSomething-Something V2 (test)computer vision169Feb 26, 2026
Node ClassificationComputersgraphNode Classification on Computers performance trend169Apr 1, 2026
Visual Object TrackingTNL2Kcomputer visionVisual Object Tracking on TNL2K performance trend169Jun 24, 2026
Visual Place RecognitionNordlandcomputer visionVisual Place Recognition on Nordland (R@1, R@5, R@10) performance trend169Jul 2, 2026
LiDAR Semantic SegmentationnuScenes (val)computer vision3d vision geometryLiDAR Semantic Segmentation on nuScenes (val) performance trend169Feb 26, 2026
Image ClassificationCIFAR-10 NAS-Bench-201 (val)computer visionImage Classification on CIFAR-10 NAS-Bench-201 (val) performance trend169May 22, 2026
Semantic SegmentationNYUD v2computer visionSemantic Segmentation on NYUD v2 performance trend169Jun 16, 2026
Abstractive Text SummarizationCNN/Daily Mail (test)nlpAbstractive Text Summarization on CNN/Daily Mail (test) performance trend169Feb 26, 2026
Offline Reinforcement LearningD4RL halfcheetah-medium-expertrobotics embodied aiOffline Reinforcement Learning on D4RL halfcheetah-medium-expert performance trend169May 28, 2026