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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 321 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10computer vision56Feb 26, 2026
Subgraph Reconstruction AttackHCMgraphadversarial safety security56Feb 27, 2026
Subgraph Reconstruction AttackEnrongraphadversarial safety security56Feb 27, 2026
Formal Theorem ProvingPutnamBenchmiscellaneous56Jun 12, 2026
Natural Language InferenceBioNLInlp56Feb 26, 2026
Multilingual Multiple-Choice Question AnsweringHeadQA 1.0 (test)nlp56Feb 26, 2026
Toxicity DetectionToxicity Detection 64 model-persona combinations (8 models x 8 personas)nlp56Feb 26, 2026
Code ReasoningCRUXEvalcode developer ainlp56Mar 18, 2026
Factual Knowledge EvaluationPopQAllm chat instructionnlp56May 29, 2026
Zero-shot reasoningZeroShot 7llm chat instructionnlp56May 25, 2026
General KnowledgeMMLU-Prollm chat instruction56Jul 7, 2026
PlanningRoom Domainrobotics embodied ai56Feb 26, 2026
Question AnsweringMMLU-Pro Natural Setting (test)nlp56Feb 26, 2026
Closed-loop planningnuPlan 14 (test)robotics embodied ai56Jul 7, 2026
Gaze target estimationVideoAttentionTargetcomputer vision56Jul 7, 2026
Question AnsweringTriviaQA (TQA)nlp56May 11, 2026
Safety EvaluationHEX-PHI (test)adversarial safety security56Apr 24, 2026
Hallucination AssessmentAMBERllm chat instructionnlp56Jun 1, 2026
Human-Object Interaction DetectionHICO-DET (NF-UC)computer vision56Apr 3, 2026
Articulated Object Reconstruction and Motion EstimationPARIS Simulation3d vision geometrycomputer vision56Apr 10, 2026
3D Medical Image SegmentationMSWAL3d vision geometrybio medical56Feb 26, 2026
Keypoint DetectionShapeNetCore V2 (test)computer vision56Feb 26, 2026
Video Question AnsweringMSVD-QA zero-shot (test)multimodalcomputer vision56Feb 26, 2026
Abstract ReasoningAbsRcomputer visionnlp56Feb 26, 2026
Function-level Code GenerationMBPP+ augmented (test)code developer ai56Mar 13, 2026