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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 1534 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Clinical Trial MatchingTREC 2023bio medicalnlp20Jun 23, 2026
Clinical Trial MatchingTREC 2022bio medicalnlp20Jun 23, 2026
Clinical Trial MatchingTREC 2021bio medicalnlp20Jun 23, 2026
Image goal navigationOGBench Cuberobotics embodied aicomputer vision20Jun 23, 2026
Mathematical ReasoningMATH500llm chat instructionnlp20Jun 23, 2026
Cross-view Temporal ReasoningEgoExo-Con V-Exocomputer vision3d vision geometry20Jun 23, 2026
Model InversionCeleb-Aadversarial safety security20Jun 23, 2026
Multi-class sarcasm detectionSarc7nlp20Jun 23, 2026
3D Semantic SegmentationDAPS-3D 1.0 (test)3d vision geometry20Jun 19, 2026
3D Semantic SegmentationSemSTF 1.0 (test)3d vision geometry20Jun 19, 2026
3D Semantic SegmentationRellis-3D 1.0 (test)3d vision geometry20Jun 19, 2026
3D Semantic SegmentationSemiKITTI 1.0 (test)3d vision geometry20Jun 19, 2026
Multiple Choice QuestioningRS-Neg MCQ (test)nlp20Jun 19, 2026
Visual Question AnsweringRS-Neg VQA (test)multimodalcomputer vision+120Jun 19, 2026
Visual Question AnsweringFloodNetmultimodalcomputer vision+120Jun 19, 2026
Visual GroundingRS-Negmultimodalcomputer vision20Jun 19, 2026
ClassificationRS-Negcomputer visionnlp+320Jun 19, 2026
Report-generationDeepResearch Benchbio medicalnlp20Jun 19, 2026
Time Series Anomaly DetectionTSB-AD-U (test)tabular time series20Jun 19, 2026
Arrhythmia ClassificationPhysioNet Challenge Extreme Tachycardia ETC 2015 (test)bio medicaltabular time series20Jun 19, 2026
RegressionBFPtabular time series20Jun 19, 2026
Ordinal Multiclass ClassificationEOLtabular time series20Jun 19, 2026
Multiclass ClassificationESRtabular time series20Jun 19, 2026
Binary ClassificationHFCtabular time series20Jun 19, 2026
Jailbreak Attack DefenseAdversarial Jailbreak Promptsadversarial safety security20Jun 19, 2026