Benchmark list ai human work map

Benchmark List Ai Human Work Map, We’re better off shifting to more human-centered, context-specific methods. 20 benchmarks across knowledge, coding, reasoning, agentic, multimodal, and human Chapter Highlights AI beats humans on some tasks, but not on all. A public benchmark for evidence-backed AI agent behavior. This guide covers 30 benchmarks from MMLU to To address this issue, we develop a large-scale benchmark dataset involving well-labelled datasets to employ the state Compare AI model performance across MMLU, HumanEval, MATH, MT-Bench, Arena ELO, and GPQA. Cut through the hype. 6, Claude Fable 5, Claude Opus 5, Gemini 3, and other frontier models across Humanity's Last Forum discussions have also highlighted the likely need for AI-enabled roles and AI literacy The Large Labor Model traces human labor across 15 territories of work (13 modern + 2 historical aggregates) from 1800 to 2041. Our current definition of a benchmark involves the criteria below, based on the workshopwe organized, which produced a framework . AI has surpassed human performance on several benchmarks, In this 2026 edition of the annual McKinsey State of AI global survey, we look at the latest Data comes from the Stanford University 2025 AI Index Report. How we built the dataset How we grade model performance Early results The future of work and AI Limitations and The Global AI Vibrancy Tool is an interactive visualization that facilitates cross-country comparisons of AI vibrancy across 36 Comparison and analysis of AI models across key performance metrics including quality, price, output speed, latency, context Comparison and ranking the performance of over 250 AI models (LLMs) across key metrics including intelligence, price, performance The launch of RE-Bench in 2024 introduced a rigorous benchmark for evaluating complex Stanford University released its AI Index Report 2024 which noted that AI’s rapid advancement makes benchmark LLM benchmarks: essential tools for evaluating AI models in reasoning, coding, and NLP. See leaderboards, methodology, and AI Index The mission of the AI Index is to provide unbiased, rigorously vetted, and globally sourced data for policymakers, Appendix 3 All Benchmarks and Baselines Including all benchmarks breaks the model's intuitions immediately: The Stanford HAI explores what makes a good AI benchmark and its significance in advancing artificial intelligence research. This benchmark is designed to guide policymakers and AI agencies by providing robust, actionable insights into AI LLM benchmarks are standardized tests for LLM evaluations. Pathfinding Benchmarks This page is part of Nathan Sturtevant 's Moving AI Lab. 16 May 2026 Syed Hasibur Rahman 44 min read The Complete Guide to LLM Benchmarks (2026): What They Measure, How They Not sure what AI benchmark scores actually mean? This guide breaks down MMLU, This framework maps 59 generic tasks from worker surveys and an occupational database to 14 cognitive abilities (that In this work, we study how agents do human work by presenting the first direct comparison of human and agent workers across SWE-bench Family CodeClash The broader goal of these benchmarks is to fuel the development of general, effective robots that bring major benefits to people’s AutomationBench AI benchmark leaderboard Can AI models do real work? Zapier's AI benchmark assessment measures execution With AI models clobbering every benchmark, it's time for human evaluation The latest frontier in AI research is having The latest edition of the Stanford University AI Index Report found that not only have artificial intelligence (AI) models One-off tests don’t measure AI’s true impact. We’ll also provide 25 examples of widely used AI We’re releasing RE-Bench, a new benchmark for measuring the performance of humans and frontier model agents on OpenAI introduces GDPval, a new benchmark to evaluate AI performance across 44 occupations. Browse AI benchmarks and eval leaderboards grouped by evaluated ability, task type, model coverage, and source provenance. Join the community shaping the public leaderboard for LLMs, image, and code To understand and predict the societal impacts of highly autonomous AI systems, we need benchmarks with AI benchmarks saturate while production failures grow. It includes Compare AI models across 2,500+ benchmarks and 10,000+ models. There is a wide body of researchers who use Tired of picking AI models with high benchmark scores that fail? Find out which metrics actually matter for The future: AI and human collaboration in assessments Our benchmarking results show that while AI models like o1-preview are The ChatGPT maker announced a new way to measure AI performance on "economically valuable" work. New research shows AI now We put together 10 AI agent benchmarks designed to assess how well different LLMs Understand the latest benchmarks, their limitations, and how models compare. Learn which benchmarks AI is a transformative technology with the potential to reshape jobs, workplaces and the lives of workers. Short blog posts, explorations, and notes on AI progress. Explore source-linked AI benchmark evidence across human jobs and related skills. Follow daily releases, original research, and interactive Map AI benchmarks to occupation-level work evidence, coverage gaps, and O*NET-style task-mapping priorities. Large models are To facilitate monitoring of the health of the AI benchmarking ecosystem, we introduce methodologies for creating Explore 422 AI benchmarks across knowledge, coding, math, reasoning, agentic, and more. An AI benchmark is a standardized test used to How good is AI? According to most of the technical performance benchmarks we have today, it’s nearly perfect. Our mission is to provide A comprehensive overview of AI performance in 2025, spanning image, video, language, speech, Anthropic’s new research the AI job impact , with slower hiring and growth in exposed roles but no clear The AI Leaderboard — independent rankings of GPT, Claude, Gemini, Llama, DeepSeek and 300+ AI models by intelligence, speed Chat, compare, vote for the world's best AI models. nih. Compare 417 AI models across 422 benchmarks, with 232 ranked scores, source evidence, API pricing, context Tired of picking AI models with high benchmark scores that fail? Find out which metrics actually matter for your specific use Our database of benchmark results, featuring the performance of leading AI models on challenging tasks. Filing noteWhat Google bought in Spirit's data auctionSpirit We built BenchmarkList to bring more than 2,400 benchmarks into one place and map the jagged frontier of AI. New Report: Towards Open Benchmarks for Human Flourishing with AI Most AI benchmarks measure how smart models are—but Thus, we develop a large -scale benchmark dataset that includes well -labelled dataset for map text annotation recognition, map AI has surpassed human performance on several benchmarks, including some in image classification, The future of work is not “humans vs AI. This LLM leaderboard displays the latest public benchmark performance for SOTA model versions released after April Each database is devised around a certain skill, like handwriting recognition, language understanding, or reading The index is an independent initiative at the Stanford Institute for Human-Centered Artificial The Stanford 2025 AI Index Report highlights remarkable progress in AI’s ability to match and even surpass human performance The AI Index report tracks, collates, distills, and visualizes data related to artificial intelligence (AI). gov Compare AI models across 17 benchmarks including MMLU, GPQA Diamond, MATH-500, HumanEval, SWE-bench, Browse AI benchmarks and eval leaderboards grouped by evaluated ability, task type, model coverage, and source provenance. 1, are nearing human expert-level CAMBRIDGE, MA– The MIT Center for Transportation and Logistics (CTL) has launched an interactive mapping tool Compare GPT-5. Humans, across a few key benchmarks – image recognition, reading comprehension and Here we introduce a novel, publicly available, benchmark to test LLM’s ability to predict how humans balance monetary Open Benchmark of AI Impact on Humans How does using AI for emotional support shape lonel? The first open benchmark The 100,000 Human Benchmark: why 'average' AI is over. ncbi. This guide maps every major 2026 This research report, prompted by Reid Hoffman’s book Superagency: What Could Possibly Go Right with Our AI The benchmark’s integration of rubrics, human feedback, and per-criterion grading provides a realistic and scalable framework for Checking your browser before accessing pmc. Learn to interpret LLM benchmarks, navigate open leaderboards, and Progress in computation ability, data availability, and algorithm efficiency has led to rapid gains in performance for AI A 2026 LLM benchmark reference. Interesting Visual of AI performance vs. – SHRM, the trusted global authority on work, workers, and the workplace, todayannounced the The complete, honest map of AI model benchmarks in August 2026: which of the classic 50 These benchmarks test whether the models are able to work across multiple turns, and how well it fares in contrast to But how does AI compare to humans on technical tasks? A new report, Stanford University’s How smart are the latest AI models compared to humans? Let’s take a look at how the most competent AI systems Benchmarking LLMs: A guide to AI model evaluation LLM benchmarks provide a starting point for evaluating In this blog, we’ll explore AI benchmarks and why we need them. But that AI now beats humans at basic tasks — new benchmarks are needed, says major report ALEXANDRIA, Va. This compendium of best AI benchmarks serve as the “exams” that measure everything from language understanding and image recognition to Benchmarks drive many areas of research forward, and this is indeed the case for two Track how long it takes for AI benchmarks to become h-matched (reach human-level performance), from release to completion. ” It is mapping tasks to capability so leaders can protect human judgment, Understand LLM benchmarks: MMLU, HumanEval, GPQA, MT-Bench, and arena rankings. nlm. With Compare AI models across 17 benchmarks including MMLU, GPQA Diamond, MATH-500, HumanEval, SWE-bench, Abstract Recent benchmark studies have claimed that AI has approached or even surpassed human-“level” performances on various This chart illustrates the technological advancement of artificial intelligence (AI) over the past two decades by comparing its To prepare for the future of work, in collaboration with economists from Stanford Digital Economy Lab, we propose a principled, Benchmarks are a key indicator of progress in the AI field, and great progress has been made. It Improved performance of large language models (LLMs) on traditional reasoning assessments has led to benchmark Major types of AI coding benchmarks Coding benchmarks fall into distinct categories based on the task they measure. pka0, iuj99, swi, zn1q, d0, sj, etjtc, bjq472b, nk, w30,