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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 1232 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAIME 2024llm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp24Feb 26, 2026
Document RerankingBEIRretrieval search rag24Apr 13, 2026
Multi-label Abnormality AnalysisCT-RATE (test)bio medicalcomputer vision24Jun 1, 2026
Adversarial PurificationCIFAR-10 (test)adversarial safety securitycomputer vision24Feb 26, 2026
General Language ModelingMMLU, ARC-Challenge, and CommonsenseQA Aggregatellm chat instructionnlp24Feb 26, 2026
Vulnerability DetectionPrimeVul Seed: PrimeVul Train (test)adversarial safety securitycode developer ai24Feb 26, 2026
Vulnerability DetectionBigVul Seed: Devign (test)adversarial safety securitycode developer ai24Feb 26, 2026
Image ClassificationCIFAR-10computer vision24Feb 26, 2026
Mathematical ReasoningAMC23 (val)llm chat instructionnlp24Apr 14, 2026
Data AssimilationSQGtabular time series24Feb 26, 2026
Time-series interval forecastingElectricity Demandtabular time series24Feb 26, 2026
Time-series interval forecastingGoogle Stocktabular time series24Feb 26, 2026
Time-series interval forecastingAmazon Stocktabular time series24Feb 26, 2026
Post-shift coverage recoveryChangepoint Shift 2 (Time 2)tabular time series24Feb 26, 2026
Post-shift coverage recoveryChangepoint Shift 1 (Time 1)tabular time series24Feb 26, 2026
Online Conformal PredictionHeavy-tailedtabular time series24Feb 26, 2026
Online Conformal PredictionVariance Changepointtabular time series24Feb 26, 2026
Conformal PredictionDistribution Drift simulated (test)tabular time series24Feb 26, 2026
Conformal PredictionChangepoint simulated (test)tabular time series24Feb 26, 2026
Online Conformal PredictionDistribution Drifttabular time series24Feb 26, 2026
Average Treatment Effect (ATE) EstimationSynthetic Heterogeneous Treatment Effects (HTE) Data (test)tabular time series24Feb 26, 2026
Image GenerationSmithsonian Butterflies (test)image generation editing24Feb 26, 2026
Missing Data ImputationeICU Collaborative Research Database Simulation of Blockwise Missing Data n=5000, p=40tabular time series24Feb 26, 2026