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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 794 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationDermaMNIST (test)computer vision32Feb 26, 2026
Image ClassificationKather (test)computer vision32Feb 26, 2026
ClassificationHANS (test)computer visionnlp+332Feb 26, 2026
ClassificationMNLI (val)computer visionnlp+332Feb 26, 2026
Link PredictionWikipedia transductivegraph32May 18, 2026
Image ClassificationCIFAR100computer vision32Feb 27, 2026
Image ClassificationCIFAR-10computer vision32Feb 26, 2026
Binary Classificationadult (AD) (test)tabular time series32Feb 26, 2026
Video Question AnsweringIVQAmultimodalcomputer vision32Feb 27, 2026
5-way 5-shot Classificationtiered-ImageNet (test)computer visionnlp+132Feb 26, 2026
Semantic SegmentationFSS-1000 1-shotcomputer vision32May 20, 2026
Image ClassificationImageNet and derived distribution shifts standard suite (test val)computer vision32May 18, 2026
Offline Reinforcement LearningD4RL Hopper Medium-Replayrobotics embodied ai32May 8, 2026
LF Mislabeling IdentificationDN cliparttabular time series32Feb 26, 2026
LF Mislabeling IdentificationDN paintingtabular time series32Feb 26, 2026
LF Mislabeling IdentificationDN quickdrawtabular time series32Feb 26, 2026
LF Mislabeling IdentificationYoutubetabular time series32Feb 26, 2026
LF Mislabeling IdentificationYelptabular time series32Feb 26, 2026
LF Mislabeling IdentificationSpambasetabular time series32Feb 26, 2026
LF Mislabeling IdentificationPWtabular time series32Feb 26, 2026
LF Mislabeling IdentificationMushroomtabular time series32Feb 26, 2026
LF Mislabeling IdentificationCensustabular time series32Feb 26, 2026
Image CaptioningNoCaps 1.0 (val)multimodalcomputer vision+132Apr 7, 2026
Image ClassificationCIFAR-10-LT Imbalance Ratio 100 (test)computer vision32Feb 26, 2026
Image-goal navigationMP3D (test)robotics embodied aicomputer vision32Jun 30, 2026