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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 1528 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video jailbreakingVIDEOSAFETYBENCHadversarial safety securityvideo generation editing20Jul 1, 2026
Object DetectionCityscapes to Foggy Cityscapes (C2F) v1computer vision20Jul 1, 2026
Object ClassificationModelNet40computer vision20Jul 1, 2026
TranslationTranslationnlp20Jul 1, 2026
Few-shot classificationCelebA Random meta (test)computer visionnlp+120Jun 30, 2026
Few-shot classificationCelebA-Hair meta (test)computer visionnlp+120Jun 30, 2026
Few-shot classificationMPI3D Hardcomputer visionnlp+120Jun 30, 2026
Few-shot classificationMPI3D Easycomputer visionnlp+120Jun 30, 2026
Few-shot classificationCausal3Dcomputer visionnlp+120Jun 30, 2026
Few-shot classificationShapes3Dcomputer visionnlp+120Jun 30, 2026
Few-shot classificationSmallNORBcomputer visionnlp+120Jun 30, 2026
Surface Normal EstimationScanNet3d vision geometry20Jul 8, 2026
Natural language to strategic temporal logic translationNL-to-ATL translation (test)nlpagents tool use20Jun 30, 2026
Adversarial Attack DetectionAdversarial Attack Detection (test)adversarial safety security20Jun 30, 2026
Knowledge Retrieval and IntegrationKR1 protocol (in-distribution)retrieval search ragnlp20Jun 30, 2026
Free-form Captioning Hallucination EvaluationCHAIRcomputer visionnlp20Jun 30, 2026
Node ClassificationPubMedgraph20Jun 30, 2026
Node ClassificationCiteSeergraph20Jun 30, 2026
Instruction FollowingUnNI (OOD)llm chat instruction20Jun 30, 2026
Instruction FollowingS-NI (OOD)llm chat instruction20Jun 30, 2026
Instruction FollowingVicunaEval (OOD)llm chat instruction20Jun 30, 2026
Instruction FollowingSelfInst (OOD)llm chat instruction20Jun 30, 2026
RankingJester Datasetretrieval search rag20Jun 30, 2026
Image ClassificationCIFAR-10 Structurecomputer vision20Jun 30, 2026
Image ClassificationMNIST (Structure)computer vision20Jun 30, 2026