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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 2171 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Jailbreak Prompt Quality Evaluation500 randomly sampled promptsadversarial safety securityllm chat instruction16May 12, 2026
Demographics ClassificationLongitudinal Wearable Sensor Waveformstabular time series16May 12, 2026
Automated Program RepairQuixBugs-Java 40 bugscode developer ai16May 12, 2026
Automated Program RepairHumanEval Java (164 tasks)code developer ai16May 12, 2026
Automated Program RepairDefects4J 835 bugs v2.0code developer ai16May 12, 2026
Automated Program RepairSWE-bench Verified 500 instancescode developer ai16May 12, 2026
Classificationeucalyptuscomputer visionnlp+316May 12, 2026
Ground SegmentationKITTI-360computer vision16May 12, 2026
Ground SegmentationnuScenescomputer vision16May 12, 2026
Ground SegmentationSemanticKITTIcomputer vision16May 12, 2026
Action Quality AssessmentRhythmic Gymnastics (test)computer vision16May 12, 2026
Lane Centerline Perception and ReasoningOpenLane-V2 subset A 6computer visionrobotics embodied ai16May 12, 2026
Multimodal Tool-UseMMSearch-Plusmultimodalagents tool use16May 12, 2026
Multimodal Tool-UseTIR-Benchmultimodalagents tool use16May 12, 2026
Engineering Design Optimizationthree_bar_trussmiscellaneous16Jun 26, 2026
Legal ReasoningCaseHoldnlp16May 12, 2026
Dialogue GenerationVicunallm chat instructionnlp16May 12, 2026
Dialogue GenerationSelfInstllm chat instructionnlp16May 12, 2026
Dialogue GenerationUnNIllm chat instructionnlp16May 12, 2026
Dialogue GenerationS-NIllm chat instructionnlp16May 12, 2026
Dialogue GenerationDollyEvalllm chat instructionnlp16May 12, 2026
Root Cause AnalysisPetshop temporal traffic scenarioretrieval search ragnlp16May 12, 2026
Root Cause AnalysisPetshop high traffic scenarioretrieval search ragnlp16May 12, 2026
Root Cause AnalysisPetshop low traffic scenarioretrieval search ragnlp16May 12, 2026
ClusteringEcoli (UCI)tabular time series16Jun 4, 2026