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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 156 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningMathVisionllm chat instructionnlpMathematical Reasoning on MathVision (Accuracy) performance trend89Jul 7, 2026
Medical Image SegmentationFLARE 2021bio medicalcomputer vision89May 19, 2026
Commonsense Question AnsweringWinoGrandenlp89Jun 30, 2026
Lifelong Model EditingZsREllm chat instruction89May 13, 2026
Math ReasoningSVAMPllm chat instructionnlp89Jun 9, 2026
Mathematical ReasoningGSM8K 8-shotllm chat instructionnlp89May 11, 2026
Science Question AnsweringOpenBookQAnlpbio medical89Jun 24, 2026
Code GenerationMBPPcode developer ai89May 20, 2026
Tabular Classification75 Tabular Classification Datasets (test)tabular time series89Feb 26, 2026
Video ReasoningVideo-Holmescomputer vision89Jul 2, 2026
Image-level Anomaly DetectionVisA (test)computer vision89Jun 15, 2026
Text-based Visual Question AnsweringVQATextmultimodalcomputer vision+189Jul 3, 2026
Spatial ReasoningCV-Benchnlp89Jun 16, 2026
LLM alignment evaluationAlpacaEval 2llm chat instructionadversarial safety securityLLM Alignment Evaluation on AlpacaEval 2 performance trend89May 28, 2026
Deep Research Report GenerationDeepResearch Benchllm chat instructionnlp89Jun 9, 2026
Mathematical ReasoningBRUMO25llm chat instructionnlp89Jun 16, 2026
Multimodal ReasoningMathVistamultimodalnlp89Jun 26, 2026
Reward ModelingRewardBench v1.0 (test)llm chat instruction89Mar 4, 2026
Multi-Task LearningPASCAL Contextcomputer vision3d vision geometry+189Jun 4, 2026
Audio-Visual Video ParsingLLP (test)speech audiocomputer vision+189May 13, 2026
Image ClassificationImageNet-Sketchcomputer vision89May 29, 2026
Code GenerationLiveCodeBenchcode developer ai89Feb 26, 2026
Visual Question AnsweringScienceQA imagemultimodalcomputer vision+189Jul 3, 2026
Reading ComprehensionC3nlp89May 26, 2026
Base-to-New GeneralizationStanfordCarscomputer vision89Jul 2, 2026