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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 189 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Model EditingUltraEditBenchllm chat instructionnlp78May 13, 2026
Clinical Event PredictionMIMIC-IV (test)bio medicaltabular time series78Mar 10, 2026
LLM DecodingLLM Decodingllm chat instruction78Mar 6, 2026
CodingMBPPcode developer ai78May 7, 2026
Language ModelingOWTnlp78Jun 1, 2026
Membership Inference AttackELD user-level (test)adversarial safety security78Feb 26, 2026
Membership Inference AttackELD record-level (test)adversarial safety security78Feb 26, 2026
Membership Inference AttackELDadversarial safety security78Feb 26, 2026
Membership Inference AttackTUH-EEGadversarial safety security78Feb 26, 2026
RegressionCommunities and Crime 1990 US Census / 1990 US LEMAS / 1995 FBI UCR (test (20%))tabular time series78Feb 26, 2026
RegressionCriteo Sponsored Search Conversion Log (test)tabular time series78Feb 26, 2026
RegressionCalifornia Housing Standard (test)tabular time series78Feb 26, 2026
RegressionCalifornia Housingtabular time series78Jun 12, 2026
Multi-Objective Offline Policy EvaluationMIMIC-IV (test)tabular time seriesrobotics embodied ai78Apr 24, 2026
Remaining Useful Life predictionC-MAPSS FD001tabular time series78Jun 18, 2026
Recognizing Textual EntailmentRTEnlp78Jun 2, 2026
Offline Reinforcement LearningOGBenchrobotics embodied ai78Jul 8, 2026
Human Activity RecognitionUP-Fallcomputer vision78Feb 26, 2026
Human Activity RecognitionDailySportcomputer vision78Feb 26, 2026
Subspace ClusteringHSI-Pavia 10 classestabular time series78Feb 26, 2026
GUI GroundingScreenSpot Web V2computer visionnlp78Jul 1, 2026
GUI GroundingScreenSpot Desktop V2computer visionnlp78Jul 1, 2026
GUI GroundingScreenSpot Mobile V2computer visionnlp78Jul 1, 2026
Video Semantic SegmentationCityscapes-C (test)computer vision78Feb 26, 2026
Hallucination EvaluationObject HalBenchllm chat instructionnlpHallucination Evaluation on Object HalBench performance trend78Jun 30, 2026