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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 1784 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10computer vision18Jul 8, 2026
Nodule & Tumor SegmentationTN3Kcomputer visionbio medical18Jul 8, 2026
Explanatory sentence rankingLegal Case-Law Overallretrieval search ragnlp18Jul 8, 2026
Novel View SynthesisMegaScenes fixed (test)3d vision geometry18Jul 7, 2026
Novel View SynthesisPhototourism (test)3d vision geometry18Jul 7, 2026
Formal Language ModelingFormal Language Tasks (val)nlp18Jul 7, 2026
Information Extraction and AggregationWeb DOM Nanobrowser based synthesized element formatnlpretrieval search rag18Jul 7, 2026
Information Extraction and AggregationJSON production APIs and synthetic reviewsnlpretrieval search rag18Jul 7, 2026
Multi-task evaluation summaryAggregate MATH-500, AIME, MBPP+, HE+, MMLUcode developer aillm chat instruction18Jul 7, 2026
Language UnderstandingMMLUnlp18Jul 7, 2026
General EvaluationUltraFeedback Aggregatellm chat instruction18Jul 7, 2026
General Language UnderstandingMMLUnlp18Jul 7, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp18Jul 7, 2026
Efficiency and Optimization EvaluationMulti-Objective Efficiency Evaluationmiscellaneous18Jul 7, 2026
Fairness EvaluationCo-occurrence tests (CooC)tabular time series18Jul 7, 2026
Question AnsweringAI2 Reasoning Challenge Easynlp18Jul 7, 2026
Trajectory GenerationSan Franciscorobotics embodied ai18Jul 7, 2026
Trajectory GenerationBeijingrobotics embodied ai18Jul 7, 2026
Terminal interaction agent taskTerminal-Bench (dev)agents tool use18Jul 7, 2026
Image ClassificationMNIST (test)computer vision18Jul 7, 2026
3D Object DetectionOmniHD-Scenes (test)3d vision geometrycomputer vision18Jul 7, 2026
Language ModelingC4 en (train)nlp18Jul 7, 2026
Multi-domain EvaluationMMLU, GSM8K, HEval, BBH, MedQAmiscellaneous18Jul 7, 2026
Taste PredictionUnified music-taste corpus (test)bio medical18Jul 7, 2026
Weakly-Supervised Semantic SegmentationBraTS Edema 2020 (val)computer vision18Jul 7, 2026