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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 510 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Egocentric Video UnderstandingEgoSchemacomputer vision42Jun 16, 2026
3D Medical Image SegmentationLA dataset3d vision geometrybio medical42Mar 25, 2026
Blind Image Quality AssessmentKonIQcomputer vision42Jun 30, 2026
Vulnerability DetectionCVE-Solidity (test)adversarial safety securitycode developer ai42Feb 26, 2026
Bug ReachabilityDS1 (custom oracles)code developer ai42Feb 26, 2026
IPI DetectionFIPI (test)computer vision42Feb 26, 2026
Indirect Prompt InjectionHotpotQAadversarial safety security42Feb 26, 2026
Indirect Prompt InjectionMulti-Newsadversarial safety security42Feb 26, 2026
Text GenerationMedical Chatbotnlp42Feb 26, 2026
Language ModelingMMLUnlp42Apr 23, 2026
Membership Inference AttackGTSRB (test)adversarial safety security42Feb 26, 2026
Multi-hop QA2Wikinlpretrieval search rag42May 25, 2026
Multi-hop QA RetrievalMuSiQue (test)retrieval search ragnlp42Jun 16, 2026
Hallucination DetectionCoQAllm chat instructionnlp42Feb 26, 2026
GUI Agent Task CompletionOSWorld 1.0 (test)agents tool userobotics embodied ai42Jul 1, 2026
Question AnsweringAbsRnlp42Feb 26, 2026
Creative WritingWritingBenchllm chat instructionCreative Writing on WritingBench performance trend42Jun 25, 2026
Spam DetectionSPAMASSASSIN SPAMnlp42Feb 26, 2026
TransliterationAksharantar Indic-to-Roman v1 (test)nlp42Feb 26, 2026
TransliterationAksharantar Roman-to-Indic v1 (test)nlp42Feb 26, 2026
Value AlignmentValueKaleidoscope VITAL Steerable settingllm chat instructionadversarial safety security42Feb 26, 2026
Steerable Value AlignmentOpinionQAllm chat instructionadversarial safety security42Feb 26, 2026
Value AlignmentVITAL Distributional MORALCHOICEllm chat instructionadversarial safety security42Feb 26, 2026
Value AlignmentGLOBALOPINIONQA VITAL Distributional 6 valuesllm chat instructionadversarial safety security42Feb 26, 2026
Logic ReasoningZebralogicnlp42Feb 26, 2026