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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1795 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Model Merging8 Vision Tasks (average)nlp18Jun 18, 2026
Anomaly detectionStacktabular time series18Jun 18, 2026
Anomaly detectionHMtabular time series18Jun 18, 2026
Anomaly detectionAvitotabular time series18Jun 18, 2026
Anomaly detectionArXivtabular time series18Jun 18, 2026
Lithium Mining Production PlanningHistorical Lithium Price Datatabular time series18Jun 18, 2026
Lithium mining policy optimizationLithium prices planned with GBM alpha = 0.5 (historical)tabular time series18Jun 18, 2026
3D Place RecognitionCS-Campus3D3d vision geometrycomputer vision18Jun 18, 2026
RetrievalCS-Urban-Scenes (test)retrieval search rag18Jun 18, 2026
Grounded ECG InterpretationGEM (test)bio medicalcomputer vision18Jun 18, 2026
Hallucination DetectionGSM8kllm chat instructionnlp18Jun 19, 2026
cash-managementten-account cash-management (val)tabular time series18Jun 18, 2026
Multilingual Code GenerationMultiPL-Ecode developer ainlp18Jun 17, 2026
Code GenerationHumanEval+code developer ai18Jun 17, 2026
Sudoku SolvingSudoku 25x25 (90% masking)miscellaneous18Jun 17, 2026
Sudoku SolvingSudoku 25x25 80% maskingmiscellaneous18Jun 17, 2026
Sudoku SolvingSudoku 25x25 70% maskingmiscellaneous18Jun 17, 2026
Node ClassificationCoauthor-CSgraph18Jun 23, 2026
Image ClassificationTiny-ImageNet (test)computer vision18Jun 17, 2026
Video ClassificationEV9V (test)computer vision18Jun 17, 2026
Video ClassificationEV9V (val)computer vision18Jun 17, 2026
Open-Web ReasoningGAIA Open-web via SERPER (test)llm chat instructionretrieval search rag18Jun 17, 2026
Pitch Style ConversionVocalSet and GTSingerspeech audio18Jun 17, 2026
Secret data extraction attackFedLLM 100 target secretsadversarial safety security18Jun 17, 2026
Secret Data Extraction100 Targeted Secrets OKVQA DocVQA VQAv2adversarial safety securitynlp18Jun 17, 2026