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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 410 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAIME25llm chat instructionnlp48Mar 4, 2026
Mathematical ReasoningAIME24llm chat instructionnlp48Mar 4, 2026
Instruction FollowingSelf-Instructllm chat instruction48Mar 5, 2026
Eye Imaging ClassificationFPRMcomputer visionbio medical48Mar 4, 2026
ClassificationFPRMcomputer visionnlp+348Mar 4, 2026
Instance SegmentationNWPU VHR-10 (test)computer vision48Mar 4, 2026
Ship Instance SegmentationHRSID-Inshore (test)computer vision48Mar 4, 2026
Glioma GradingTCGA GBM-LGG (3-fold val)bio medical48Mar 4, 2026
Song identificationSONGS 0.0computer vision48Feb 27, 2026
Song IdentificationSongs (rem = 0.2)computer vision48Feb 27, 2026
TrackingStrided EuRoCcomputer vision48Feb 27, 2026
Medical Image ClassificationRSNAbio medicalcomputer vision48Mar 12, 2026
Early Action RecognitionActivityNet (test)computer vision48Feb 27, 2026
Time-series ImputationTime-series Datasets Average (test)tabular time series48Feb 26, 2026
Sequence ModelingIndustrial Datasetcomputer vision48Feb 26, 2026
OptimizationSongs (rem=0.6)miscellaneous48Feb 27, 2026
Song IdentificationSongs (rem=0.4)computer vision48Feb 27, 2026
Song IdentificationSONGS (rem = 0.8)computer vision48Feb 27, 2026
Finding optimal solutionsC-IGDP (test)miscellaneous48Feb 26, 2026
Multi-task Language UnderstandingMMLU-Reduxnlpllm chat instruction48May 19, 2026
Whole Slide Image ClassificationBRACSbio medicalcomputer vision48Jun 16, 2026
Backward Visual Navigation (To Start)HM3Drobotics embodied aicomputer vision48Feb 26, 2026
Backward Visual Navigation (To Start)Gibsonrobotics embodied aicomputer vision48Feb 26, 2026
Forward Visual Navigation (To End)Gibsonrobotics embodied aicomputer vision48Feb 26, 2026
Machine UnlearningImageNette gas pump Class 7 (test)adversarial safety security48Feb 27, 2026