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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 149 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationLoveDA (test)computer vision92Apr 30, 2026
ReasoningOpenBookQAllm chat instructionnlp92May 20, 2026
Semantic SegmentationCOCO Stuff-27 (val)computer vision92May 28, 2026
Role-PlayingAlpaca-Pllm chat instruction91Jun 15, 2026
SAR Image ClassificationMSTAR publicly releasedcomputer vision91May 19, 2026
Behavior decodingMakin (held-out sessions)bio medicaltabular time series91May 15, 2026
Drift detectionControlled (post-cutoff)tabular time series91May 12, 2026
Question AnsweringIntraBench (test)nlp91Apr 28, 2026
Hallucination DetectionTruthfulQAllm chat instructionnlp91Jun 2, 2026
Node ClassificationPhysicsgraph91Jul 3, 2026
Jailbreak DefenseHarmBenchadversarial safety security91Jun 1, 2026
Visible-Infrared Person Re-IdentificationSYSU-MM01 All-Searchcomputer vision91Jun 11, 2026
General Language UnderstandingtinyBenchmarknlp91Jun 16, 2026
Code GenerationBigCodeBench Fullcode developer ai91Jun 18, 2026
Robotic ManipulationLIBERO Spatial Object Goal Longrobotics embodied ai91Jun 23, 2026
Object Hallucination EvaluationA-OKVQA POPE (Popular)multimodalcomputer vision91Jun 30, 2026
Novel-view synthesisRE10K (test)3d vision geometry91Jun 4, 2026
Video UnderstandingMMVUcomputer visionVideo Understanding on MMVU performance trend91Jul 7, 2026
Optical Character Recognition EvaluationOCRBenchcomputer visionOptical Character Recognition Evaluation on OCRBench performance trend91May 21, 2026
Spatial ReasoningMindCubenlp91Jun 11, 2026
Prompt InjectionMMLUadversarial safety securityPrompt Injection on MMLU performance trend91May 19, 2026
General ReasoningStratQAllm chat instructionnlp91Feb 26, 2026
Code GenerationLiveCodeBench v6code developer ai91Jun 17, 2026
Hallucination DetectionNQ (test)llm chat instructionnlp91May 7, 2026
Autonomous Driving PlanningNAVSIM (navtest)robotics embodied aiAutonomous Driving Planning on NAVSIM (navtest) performance trend91Jul 3, 2026