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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1882 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RegressionBurgers' dataset (test)tabular time series18Mar 10, 2026
RegressionBurgers' dataset (train)tabular time series18Mar 10, 2026
Multi-Agent Rock Sample (POMDP)MARS 20, 20robotics embodied ai18Mar 10, 2026
Speech EnhancementVCTK Accelerometer 12-bit, 4-16 kHz upsampling (test)speech audio18Mar 10, 2026
Speech EnhancementVCTK Vibration sensor 12-bit, 4-16 kHz upsampling (test)speech audio18Mar 10, 2026
Video Multimodal EvaluationVideo-MMEmultimodalcomputer vision18Jul 3, 2026
Video Question AnsweringEgoSchema 3 min (test)multimodalcomputer vision18Mar 10, 2026
Visual SearchV-starcomputer visionretrieval search rag18Jun 18, 2026
Image DenoisingMcMastercomputer vision18Mar 9, 2026
Text-to-Image GenerationDSG benchmarkimage generation editing18Mar 9, 2026
Machinery Fault DiagnosisCWRUBearing Normal Datatabular time series18Mar 9, 2026
Machinery Fault DiagnosisTFF (Three-Phase Flow Facility) Normal Datatabular time series18Mar 9, 2026
Attribution EvaluationImageNet (val)computer visionbio medical18Apr 8, 2026
E-commerce Shopping AssistanceSmartShopBench 1.0 (test 120 queries)llm chat instructionretrieval search rag18Mar 9, 2026
Open-loop Autonomous DrivingNavsim V1robotics embodied aicomputer vision18Mar 9, 2026
Robotic Strawberry HarvestingReal-world strawberry harvesting environmentrobotics embodied ai18Mar 9, 2026
infrastructure improvement proposalMapillary (test)computer vision18Mar 9, 2026
infrastructure improvement proposalMapillary (val)computer vision18Mar 9, 2026
Two-view reconstructionMatterport3D (test)3d vision geometry18Mar 9, 2026
Factual Question AnsweringFactual Category Average (test)retrieval search ragllm chat instruction18Mar 9, 2026
Code GenerationCode Category Average (test)code developer ai18Mar 9, 2026
Mathematical ReasoningMath Category Average (test)llm chat instructionnlp18Mar 9, 2026
Multi-label ClassificationImageNet Segcomputer visionnlp+218Mar 9, 2026
Multi-label ClassificationImageNet ReaLcomputer visionnlp+218Mar 9, 2026
Salary PredictionNBA forecasting 2024tabular time series18Mar 9, 2026