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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 1312 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
HER2 Status PredictionGastric Cancer Internal Cohort H1+H3+H4 (test)bio medicalcomputer vision23Feb 26, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+123Feb 26, 2026
Science Question AnsweringScienceQAnlpbio medical23Feb 26, 2026
Gender ClassificationMS COCO subset (test)computer vision23Feb 26, 2026
Conversational RecommendationREDDIT V2llm chat instructionnlp23Feb 26, 2026
Symbolic RegressionStress–Strain (OOD)miscellaneous23Jun 4, 2026
Symbolic RegressionStress–Strain (ID)miscellaneous23Jun 4, 2026
Reward ModelingPPE-Pllm chat instruction23Feb 26, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp23Feb 26, 2026
Mathematical ReasoningAMC 23llm chat instructionnlp23Mar 31, 2026
Image ClassificationImageNet 1k (val)computer vision23Feb 26, 2026
Class RetrievalCOCOcomputer vision23Feb 26, 2026
Class RetrievalPascalVOCcomputer vision23Feb 26, 2026
TrackingBonn RGB-D datasetcomputer vision23Feb 26, 2026
AI-generated image detectionAIGIBench R3GANimage generation editingcomputer vision23May 7, 2026
Underwater Image EnhancementChallengecomputer vision23Mar 16, 2026
Point Cloud Lossless Attribute CompressionMPEG CAT1 Solid3d vision geometry23Feb 26, 2026
Video Highlight DetectionMr.HiSumcomputer vision23Mar 4, 2026
Speech EnhancementMultilingual low-SNR (evaluation set)speech audio23Feb 26, 2026
Audio ReconstructionAudioSet (test)speech audio23Mar 27, 2026
Complex Instruction FollowingInstructTTSEval-ZHllm chat instruction23Jun 8, 2026
Speech EnhancementWSJ0–QUT (test)speech audio23Feb 26, 2026
Symbolic Music GenerationMuseScorenlp23Feb 26, 2026
LiDAR-Camera Extrinsic CalibrationKITTI Odometry Sequence 093d vision geometrycomputer vision23Feb 26, 2026
LiDAR-Camera Extrinsic CalibrationKITTI Odometry Sequence 073d vision geometrycomputer vision23Feb 26, 2026