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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 144 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Response SelectionDouban Conversation Corpus (test)nlpResponse Selection on Douban Conversation Corpus (test) performance trend94Feb 26, 2026
Polyp SegmentationETIS (test)computer visionbio medicalPolyp Segmentation on ETIS (test) performance trend94Mar 31, 2026
Action RecognitionMSR Action3D (test)computer vision94Jun 24, 2026
Digit ClassificationMNIST (test)computer vision94Feb 26, 2026
Molecular property predictionBBBP (test)bio medical94May 18, 2026
Offline Reinforcement LearningD4RL halfcheetah-randomrobotics embodied aiOffline Reinforcement Learning on D4RL halfcheetah-random performance trend94May 11, 2026
Graph ClassificationENZYMES (10-fold cross-validation)graph94Jun 11, 2026
Traffic Flow ForecastingPEMS03 (test)tabular time series94May 26, 2026
ReasoningBBH (test)llm chat instructionnlpReasoning on Big-Bench Hard (test) performance trend94May 19, 2026
Scene ClassificationAID TR=50%computer vision94Feb 26, 2026
Sign Language TranslationHow2Sign (test)computer visionnlpSign Language Translation on How2Sign (test) performance trend94Jun 30, 2026
Image EditingGEdit-Bench Englishimage generation editing94Apr 23, 2026
Question AnsweringHotPotQAnlp93Jun 12, 2026
Correlation to Model Behavior DifferencesMNLInlpllm chat instruction93May 18, 2026
Correlation to Accuracy DifferenceOGBN-Arxivgraph93May 18, 2026
Embedding transformation robustness14 GNN datasets (Average)graph93May 8, 2026
Image ClassificationCIFAR-100 (test)computer visionImage Classification on CIFAR-100 (test) (Accuracy, ECE, AdaECE, CW-ECE) performance trend93Jun 25, 2026
Human Activity RecognitionOctoNetcomputer vision93Apr 3, 2026
ClassificationMNIST (test)computer visionnlp+393Jul 7, 2026
Adversarial Attack TransferabilityImageNet (test)adversarial safety securitycomputer vision93Mar 17, 2026
Adversarial Attack TransferabilityImageNetadversarial safety securitycomputer vision93Mar 17, 2026
Adversarial Attack TransferabilityImageNet 1k (val)adversarial safety securitycomputer vision93Mar 17, 2026
Language ModelingLM1Bnlp93May 11, 2026
Few-Shot SegmentationDeepGlobecomputer vision93Jul 1, 2026
Knowledge UnlearningWMDP bionlpadversarial safety security93Jun 17, 2026