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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 2222 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Underwater Image EnhancementU80 (test)computer vision16Mar 10, 2026
Underwater Image EnhancementT622 (test)computer vision16Mar 10, 2026
Business Category ClassificationYelp non-IID syntheticnlp16Mar 10, 2026
Rating ClassificationYelp synthetic (non-IID)nlp16Mar 10, 2026
Text-to-image GenerationMS-COCOimage generation editing16Mar 19, 2026
Video Temporal GroundingActivityNet g43_s12 (test)computer visionnlp16Mar 10, 2026
traversability segmentationindoor traversability dataset (test)computer visionrobotics embodied ai16Mar 10, 2026
Job Shop SchedulingFisher-Thompson 10 × 10 FT10 (test)miscellaneous16May 19, 2026
Event Mention ExtractionM2E2 Visual Eventsnlp16Mar 10, 2026
Mathematical ReasoningMATHllm chat instructionnlp16Jun 23, 2026
multiplex interaction predictionTRRUST zero-shotbio medicalgraph16Mar 10, 2026
multiplex interaction predictionTRRUST transductive (T)bio medicalgraph16Mar 10, 2026
multiplex interaction predictionPINNACLE zero-shotbio medicalgraph16Mar 10, 2026
multiplex interaction predictionPINNACLE (transductive split)bio medicalgraph16Mar 10, 2026
Multitask Language UnderstandingC-MMLUnlpllm chat instruction16Mar 10, 2026
ClassificationColorMNIST (OOD)computer visionnlp+316Mar 10, 2026
ClassificationColorMNIST (ID)computer visionnlp+316Mar 10, 2026
Robot NavigationNavigationrobotics embodied ai16Mar 10, 2026
Natural Language UnderstandingGLUEnlp16Mar 10, 2026
Beneficial Backdoor Trigger ActivationB4G-Benchadversarial safety security16Mar 10, 2026
Text-to-Video GenerationHuman Evaluation 50 participants, 400 ratings (test)video generation editing16Mar 9, 2026
Medical Conditions ExtractionDISPLACE-M (eval)bio medicalnlp16Mar 9, 2026
Assembly Code Reverse EngineeringREx86 (test)code developer ai16Mar 9, 2026
Image ClassificationAnimals With Attributes 2 (Proposed Split)computer vision16Mar 9, 2026
EstimationExample 2 (rho=0.95)tabular time series16Mar 9, 2026