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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 294 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical Problem SolvingLiveMath held-out (test)nlpagents tool use59May 25, 2026
Office Application Question AnsweringOfficeQA held-out (test)nlp59May 25, 2026
Spreadsheet Manipulation and ReasoningSpreadsheetBench held-out (test)tabular time seriesnlp59May 25, 2026
Web Search Question AnsweringSearchQA held-out (test)retrieval search rag59May 25, 2026
Zero-shot Accuracy6-task zero-shot (MMLU, PIQA, ARC-E, ARC-C, Winogrande, OBQA)nlp59May 19, 2026
Online ShoppingWebShop (test)agents tool use59May 29, 2026
Agentic reasoningWebShopagents tool use59Jun 17, 2026
Automatic tree ring detectionP. taedacomputer visionbio medical59May 11, 2026
Long-context Conversational Question AnsweringLoCoMollm chat instructionnlp59May 21, 2026
Truthfulness EvaluationTruthfulQAllm chat instructionnlp59Apr 23, 2026
Harmfulness DetectionOpenAI Moderationadversarial safety security59Jun 23, 2026
Agentic tool-useTau2-Benchagents tool use59Jun 2, 2026
Node ClassificationCiteseergraph59May 14, 2026
Long-context Question AnsweringLongBenchllm chat instructionnlp59Jun 30, 2026
Mortality PredictionMIMIC-IIIbio medicaltabular time series59Jun 5, 2026
Mathematical ReasoningCollege Mathllm chat instructionnlp59May 26, 2026
Information RetrievalNIAH (test)retrieval search rag59Apr 8, 2026
Question AnsweringARC-Enlp59May 19, 2026
Time Series Anomaly DetectionPSMtabular time series59Jun 18, 2026
Speech EnhancementAd-hoc microphone array 8-channel (test)speech audio59Mar 27, 2026
WSI ClassificationTCGA-Lungbio medicalcomputer vision59Jun 11, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp59May 11, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+159Jun 24, 2026
Multi-modal BenchmarkingMMBench Chinesemultimodal59Jul 1, 2026
Classificationheartcomputer visionnlp+359May 12, 2026