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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 1843 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Detective Puzzle ReasoningDP Mediumllm chat instruction18Apr 23, 2026
Detective Puzzle ReasoningDP Easyllm chat instruction18Apr 23, 2026
Bimanual Robot ManipulationTWIN 1.0 (test)robotics embodied ai18Apr 23, 2026
RetrievalATIR A→T (test)retrieval search rag18Apr 23, 2026
Safety VerificationUnstable 1D systemadversarial safety security18Apr 23, 2026
Grounded Multimodal Named Entity RecognitionTwitter-FMNERGmultimodalcomputer vision+118Apr 23, 2026
Anomaly DetectionNEKtabular time series18Apr 23, 2026
Anomaly DetectionYAHOOtabular time series18Apr 23, 2026
Anomaly DetectionIOPStabular time series18Apr 23, 2026
Univariate Anomaly DetectionMSLtabular time series18Apr 23, 2026
Spectral Image ReconstructionARAD_1Kcomputer vision18Jul 1, 2026
HDR ImagingSI-HDR-fast synthetic handheld simulatorcomputer vision18Apr 23, 2026
Long-context Retrieval and ReasoningRULER 128K contextretrieval search ragllm chat instruction18Apr 23, 2026
Repository-level Code CompletionRepoBench-P 128K contextcode developer ai18Apr 23, 2026
Long-context Question AnsweringQasper 128K contextllm chat instructionnlp18Apr 23, 2026
Long-context Text SummarizationMultiNews 128K contextnlpllm chat instruction18Apr 23, 2026
Cardiac Ultrasound SegmentationCAMUScomputer visionbio medical18Apr 23, 2026
Optic Cup SegmentationREFUGE2 Cupbio medicalcomputer vision18Apr 23, 2026
Optic Disc SegmentationREFUGE2 Disccomputer visionbio medical18Apr 23, 2026
Hallucination detectionFLEURS S2TT (test)llm chat instructionnlp18Apr 23, 2026
Text-to-VideoStoryEval-Benchvideo generation editing18Apr 23, 2026
Image-to-Video GenerationStoryEval-Bench I2Vvideo generation editing18Apr 23, 2026
Continuum Field ReconstructionShallow-Water Avgmiscellaneous18Apr 23, 2026
Continuum Field ReconstructionShallow-Water (Out-t)miscellaneous18Apr 23, 2026
Continuum Field ReconstructionShallow-Water In-tmiscellaneous18Apr 23, 2026