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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 752 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Fetal Head SegmentationFetalPlanes (OOD)computer visionbio medical32Jun 16, 2026
General PerformanceOverall Aggregate (test)llm chat instruction32Jun 16, 2026
Multiple ChoiceMultiple Choice MC Avg (test)nlp32Jun 16, 2026
WritingWildBench (test)llm chat instruction32Jun 16, 2026
CodingLiveCode (test)code developer ai32Jun 16, 2026
CodingEval+ (test)code developer ai32Jun 16, 2026
Adversarial AttackJailbreakBench 50% stratified per-category sample (48 requests)adversarial safety securitycomputer vision32Jun 16, 2026
SegmentationSynthetic imagescomputer vision32Jun 16, 2026
Image ClassificationSTL10 LTcomputer vision32Jun 16, 2026
Image ClassificationCIFAR100 LTcomputer vision32Jun 16, 2026
Prompt Injection DefenseThree Suites Aggregated 1.0 (test)adversarial safety security32Jun 16, 2026
Unsupervised Domain AdaptationVisDA-17computer visiontabular time series32Jun 23, 2026
Terminal-based agent interactionTerminal-Bench 2.0agents tool userobotics embodied ai32Jun 17, 2026
Deception DetectionVaried Deceptionnlp32Jun 12, 2026
Robustness verificationCIFAR10computer vision32Jun 12, 2026
Robustness VerificationMNIST Strokescomputer vision32Jun 12, 2026
1:N searchCIFAR 100/10 (test)retrieval search rag32Jun 12, 2026
Financial ReasoningDM-Simplongnlptabular time series32Jun 11, 2026
Node Classification Backdoor DefenseOGB-arxiv (GU)graphadversarial safety security32Jun 11, 2026
Node Classification Backdoor DefenseFlickr (GU)graphadversarial safety security32Jun 11, 2026
Node Classification Backdoor DefensePhysics (GU)graphadversarial safety security32Jun 11, 2026
Node Classification Backdoor DefensePubMed (GU)graphadversarial safety security32Jun 11, 2026
Node Classification Backdoor DefenseCiteSeer (GU)graphadversarial safety security32Jun 11, 2026
Node Classification Backdoor DefenseCora (GU)graphadversarial safety security32Jun 11, 2026
Single-task capability preservationFLUX.1 (dev)llm chat instruction32Jun 11, 2026