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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 153 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long-video understandingVideo-MMEcomputer vision90Jun 11, 2026
Image ClassificationDTD (Describable Textures Dataset)computer vision90Jun 12, 2026
Robustness VerificationIris dataset (test)computer vision90Mar 4, 2026
Multimodal Abstractive SummarizationMM-Sum mid-high-resourcemultimodalnlp90Feb 27, 2026
Longest Functional Common Subsequence (LFCS)SMALL literature instancescode developer ai90Feb 27, 2026
Indirect Prompt Injection AttackIPI-3kadversarial safety security90Feb 26, 2026
OOD detectionMVTec Metal Nut Dissimilarcomputer visiontabular time series90Feb 27, 2026
OOD DetectionMVTec Pill (Dissimilar)computer visiontabular time series90Feb 27, 2026
OOD DetectionMVTec Pill (Similar)computer visiontabular time series90Feb 27, 2026
Multi-turn Dialogue EvaluationMT-Bench-zhllm chat instruction90Feb 26, 2026
Dialogue Alignment EvaluationAlignBenchllm chat instruction90Feb 26, 2026
Inference EfficiencyNatural Questions (NQ)miscellaneous90Mar 23, 2026
Formal Conformity EvaluationSongci 20 Cipai and 6 themesnlp90Feb 26, 2026
Mathematical ReasoningOlympiadllm chat instructionnlp90Mar 4, 2026
Black-box OptimizationCEC 30D 2017miscellaneous90Feb 27, 2026
Visual Classification8 Vision Tasks (SUN397, Stanford Cars, RESISC45, EuroSAT, SVHN, GTSRB, MNIST, DTD)computer vision90Jun 30, 2026
Physical ReasoningPIQArobotics embodied aicomputer vision+190May 20, 2026
Readmission PredictionMIMIC-IVbio medicaltabular time series90Jun 24, 2026
Instruction FollowingNatural Instructions (test)llm chat instruction90Feb 26, 2026
Click-Through Rate PredictionAutoMLtabular time series90Feb 26, 2026
Backdoor Attack RobustnessOpenSARShip (test)adversarial safety security90Feb 26, 2026
Backdoor Attack RobustnessMSTAR (test)adversarial safety security90Feb 26, 2026
Safety evaluationSorry-Benchadversarial safety security90Feb 26, 2026
Machine UnlearningMUSE Booksadversarial safety security90Jun 11, 2026
Safety EvaluationWildJailbreakadversarial safety securitySafety Evaluation on WildJailbreak performance trend90Jun 16, 2026