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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 2162 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal UnderstandingAggregate Non-MME Suitemultimodal16May 19, 2026
Hallucination DetectionHallllm chat instructionnlp16May 19, 2026
Visual Spatial ReasoningVisual Spatial Reasoningcomputer visionmultimodal16May 19, 2026
Multi-modal UnderstandingCambrianmultimodal16May 19, 2026
Aggregate Multimodal PerformanceMultimodal Evaluation Summarymultimodal16May 19, 2026
Spatial Relation ReasoningVisual Spatial Reasoningcomputer visionnlp16May 19, 2026
Cultural UnderstandingCCBenchnlp16May 19, 2026
Real-world PerceptionRealWorldQAcomputer vision16May 19, 2026
Multimodal UnderstandingHallusionBench, MME, AI2D, RealWorldQA, ScienceQA, POPE, MMBench (EN/CN), CCBench, Visual Spatial Reasoning, Visual7W (test)multimodal16May 19, 2026
Multimodal UnderstandingMM-Benchmultimodal16May 19, 2026
Visual Question AnsweringCCBmultimodalcomputer vision+116May 19, 2026
Chart Question AnsweringCCBenchcomputer visionnlp16May 19, 2026
Hypergraph node classificationHouse 50/25/25 (test)graph16May 19, 2026
Hypergraph node classificationPubmed 50/25/25 (test)graph16May 19, 2026
Hypergraph node classificationCiteseer 50/25/25 (test)graph16May 19, 2026
Hierarchical Image ClassificationiNaturalist 2021computer vision16Jun 23, 2026
Scam DetectionScam Detection Benchmark Single-App Contentnlp16May 19, 2026
Motor DecodingHCP motor decodingbio medicalrobotics embodied ai16May 19, 2026
Mathematical ReasoningMathematical Reasoning Aggregate GSM8K, MATH, DAPO-MATH, AMC23, AIME25llm chat instructionnlp16May 19, 2026
Mathematical ReasoningDAPO-MATHllm chat instructionnlp16May 19, 2026
JailbreakAdvBench (test)adversarial safety securityllm chat instruction16May 18, 2026
Jailbreak AttackChao 2024adversarial safety security16May 18, 2026
Set ContainmentSynthetic dataset (test)computer vision3d vision geometry16May 18, 2026
Metric Depth EstimationDepthVLM-Bench 1.0 (test)3d vision geometry16May 18, 2026
ClusteringMSRC V1tabular time series16May 18, 2026