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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 1044 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
User-Centric Continual Spatial Intelligence ReasoningUCS-Benchcomputer visionrobotics embodied ai26Jun 16, 2026
Semantic SegmentationADE20k 92 (val)computer vision26Jun 15, 2026
Semantic SegmentationCityscapes 16 (test)computer vision26Jun 15, 2026
Robotic Hand Hardware EvaluationRepresentative Dexterous Robotic Hands Hardware evaluation comparisonrobotics embodied ai26Jun 17, 2026
Room-instance recoveryMatterport3D (MP3D) (12 scenes)3d vision geometry26Jun 15, 2026
Open-ended Video Question AnsweringNExT-QA open-ended (val)multimodalcomputer vision26Jun 12, 2026
Time-series forecastingCOVID-19 Input Length 100 (test)tabular time series26Jun 12, 2026
Time-series forecastingCOVID-19 Input Length 50 (test)tabular time series26Jun 12, 2026
Time-series forecastingCOVID-19 Input Length 20 (test)tabular time series26Jun 12, 2026
Time-series forecastingCOVID-19 Input Length 10 (test)tabular time series26Jun 12, 2026
Time Series ForecastingExchange Rate Input Length 200tabular time series26Jun 12, 2026
Time Series ForecastingExchange Rate Input Length 100tabular time series26Jun 12, 2026
Time Series ForecastingExchange Rate Input Length 50tabular time series26Jun 12, 2026
Time Series ForecastingExchange Rate Input Length 20tabular time series26Jun 12, 2026
Currency exchange rate prediction16 currencies relative to the USD 100 input steps, 1-step horizon Jan. 1, 2022, to Sep. 16, 2022tabular time series26Jun 12, 2026
State EstimationCOVID-19 320 Suburbstabular time series26Jun 12, 2026
State EstimationCOVID-19 20 Regionstabular time series26Jun 12, 2026
Traffic ForecastingPEMS03 60 minutes (test)tabular time series26Jun 12, 2026
Inference-based Mimicry DefenseTI-Dataset, DB-Dataset, CelebA-HQ, VGGFace2, WikiArt Average across 5 datasetsadversarial safety security26Jun 11, 2026
Chart UnderstandingFinChart-Benchcomputer visionnlp26Jun 11, 2026
Bimanual manipulationRoboTwin 2.0 (random)robotics embodied ai26Jun 16, 2026
Aggregate EvaluationAggregated Benchmarks GSM8K MBPP HumanEval ARC-E ARC-Cllm chat instruction26Jun 11, 2026
Code GenerationHumanEvalcode developer ai26Jun 11, 2026
Code GenerationMBPPcode developer ai26Jun 11, 2026
Verifier Robustness EvaluationKernelBench task 001 (held-out)adversarial safety security26Jun 9, 2026