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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 1103 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag25Jun 12, 2026
Memory-Augmented Question AnsweringLoCoMo Multi-hopretrieval search ragllm chat instruction25Jun 4, 2026
Dialogue Topic SegmentationVHFnlp25Jun 1, 2026
Safety EvaluationATBenchadversarial safety security25May 29, 2026
Text ReconstructionBBC Newsnlp25May 29, 2026
Web Task SuccessOnlineMind2Webagents tool use25Jun 23, 2026
Continual Model RoutingCMRBench v1 (test)miscellaneous25May 28, 2026
General ReasoningMMLUllm chat instructionnlp25Jun 2, 2026
Object HallucinationPOPEcomputer visionmultimodal25Jun 4, 2026
Explainable AICRAFTER-XAI-Bench (test)miscellaneous25May 28, 2026
Dense Object DetectionDense200computer vision25Jul 8, 2026
Multi-hop Question AnsweringMuSiQuenlpretrieval search rag25Jul 8, 2026
Multimodal ReasoningMMStarmultimodalnlp25Jun 1, 2026
Data ExfiltrationData Exfiltrationadversarial safety security25May 27, 2026
Science Question AnsweringARC Cnlpbio medical25Jun 2, 2026
GUI Agent Task SuccessAndroidWorld (online)agents tool userobotics embodied ai25May 27, 2026
Time Series Anomaly DetectionKDD 21tabular time series25May 27, 2026
Unsupervised clusteringBreastMNISTtabular time series25May 26, 2026
Unsupervised clusteringADNI CN vs ADtabular time series25May 26, 2026
Unsupervised ClusteringPneumoniaMNISTtabular time series25May 26, 2026
Unsupervised ClusteringNIFD (unsupervised)tabular time series25May 26, 2026
Service and Safety EvaluationOLABENCHadversarial safety securityllm chat instruction25May 26, 2026
ClassificationCDC BRFSS 2015 (5×2 cross-validation)computer visionnlp+325May 26, 2026
Terminal Agent TasksTerminalBench 2.0agents tool usecode developer ai25Jun 23, 2026
Mathematical ReasoningMinerva Mathllm chat instructionnlp25May 26, 2026