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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 142 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Monocular Depth EstimationKITTI 2015 (Eigen split)3d vision geometrycomputer vision95Feb 26, 2026
Knapsack interdiction problemTang 180 instances 10 per sizemiscellaneous95Feb 26, 2026
Unconditional image generationCelebA unconditional 64 x 64image generation editingUnconditional Image Generation on CelebA unconditional 64 x 64 performance trend95Feb 26, 2026
Visual Task AdaptationVTAB 1Kcomputer vision95Jun 26, 2026
Transductive Node ClassificationPubmed (transductive)graphTransductive Node Classification on Pubmed (transductive) performance trend95Feb 26, 2026
Pose EstimationOCHuman (test)computer vision95Feb 26, 2026
Toxicity DetectionToxiGennlp95Jun 2, 2026
Zero-shot Common Sense ReasoningZero-shot Suite (PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c) (test)nlpllm chat instruction95Feb 26, 2026
Scientific ReasoningGPQA DiamondnlpScientific Reasoning on GPQA Diamond (Accuracy, Avg.) performance trend94Jul 9, 2026
Image ClassificationMNISTcomputer vision94Jun 29, 2026
Link PredictionCoragraph94Jun 11, 2026
Speech Translation EvaluationMuST-Cspeech audionlp94Apr 9, 2026
Object DetectionINRIA-Personcomputer vision94Mar 24, 2026
Information RetrievalBRIGHTretrieval search rag94Jun 2, 2026
ClassificationPneumoniaMNISTcomputer visionnlp+394Apr 21, 2026
Commonsense ReasoningWinograndenlp94Jun 24, 2026
Structure ComprehendingRealHitBenchnlp94Apr 15, 2026
Fact CheckingRealHitBenchnlp94Apr 15, 2026
Needle-in-a-Haystack RetrievalRULERretrieval search rag94May 22, 2026
Compositional Image GenerationGenEvalimage generation editingCompositional Image Generation on GenEval performance trend94Jul 2, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+194Mar 25, 2026
Multimodal UnderstandingLLaVA-Benchmultimodal94May 18, 2026
Multimodal RetrievalMMEBretrieval search ragmultimodal94May 4, 2026
Jailbreak AttackSafeBench Tinyadversarial safety security94Jul 2, 2026
Node ClassificationProductsgraph94Jun 4, 2026