ai-agent-benchmark / README.md
DeepNLP's picture
Update README.md
2700996 verified
metadata
license: mit

Benchmark Agent Meta and Traffic Dataset in AI Agent Marketplace | AI Agent Directory | AI Agent Index from DeepNLP

This dataset is collected from AI Agent Marketplace Index and Directory at http://www.deepnlp.org, which contains AI Agents's meta information such as agent's name, website, description, as well as the monthly updated Web performance metrics, including Google,Bing average search ranking positions, Github Stars, Arxiv References, etc. The dataset is helpful for AI researchers and practitioners to do analysis, write reports, monitor the trends and track the exponentially growth (though flat) of number of AI Agents in all fields.

To add and list your agent to the Agent Index, please visit AI Agent Directory, use the the workspace http://www.deepnlp.org/workspace/my_ai_services or using python API

To Search all agents, please use AI Agent Search Engine Agent Search Engine

Github AI Agent Marketplace

Pypi AI Agent Marketplace

AI Agent Marketplace Directory Search

Data Samples

github com

website

https://github.com/TheAgentCompany/TheAgentCompany

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-github-com/github-com

description

category

Benchmark

tags

openai com

website

https://openai.com/index/mle-bench/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-openai-com/openai-com

description

OpenAI's Deep Research is an advanced AI agent integrated into ChatGPT, designed to autonomously conduct comprehensive, multi-step research tasks on the internet.

Introduction

Deep Research l

category

Benchmark

tags

aimultiple

website

https://research.aimultiple.com/ai-coding-benchmark/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-aimultiple/aimultiple

description

AI coding benchmarks are standardized tests designed to evaluate and compare the performance of artificial intelligence systems in coding tasks. Benchmarks primarily test …

category

Benchmark

tags

convergence ai

website

https://convergence.ai/introducing-proxy/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-convergence-ai/convergence-ai

description

Convergence’s Proxy ahead in top agent benchmark, beats OpenAI and Anthropic We are extremely excited to announce the launch of Proxy, our automated AI assistant. ... For example, our Parallel Agents

category

Benchmark

tags

crypto briefing

website

https://cryptobriefing.com/deepseek-impact-ai-market/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-crypto-briefing/crypto-briefing

description

The AI agent market cap has plunged over $2.5 billion in the past 24 hours, dropping from $12.9 billion to just over $10.2 billion, according to data from cookie.fun.. …

category

Benchmark

tags

hajime ai

website

https://www.hajime.ai/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-hajime-ai/hajime-ai

description

Focus your efforts and resources on developing your AI Agents, while we handle the rest and prepare you for a future where agents will work together to innovate. Our platform is designed to offer an e

category

Benchmark

tags

princeton edu

website

https://agents.cs.princeton.edu/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-princeton-edu/princeton-edu

description

AI agents are an exciting new research direction, and benchmarks are crucial for driving progress. However, current agent benchmarks and evaluation practices reveals several shortcomings that hinder t

category

Benchmark

tags

aimultiple com

website

https://research.aimultiple.com/ai-agents/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-aimultiple-com/aimultiple-com

description

AI agents are autonomous software systems that plan and act to achieve given tasks or goals. They are equipped with aggregated knowledge and experience of human experts and access to relevant data. We

category

Benchmark

tags

agentclinic github io

website

https://agentclinic.github.io/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-agentclinic-github-io/agentclinic-github-io

description

@misc{schmidgall2024agentclinic, title={AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments}, author={Samuel Schmidgall and Rojin Ziaei and Carl Harris and Edua

category

Benchmark

tags

langbase com

website

https://langbase.com/state-of-ai-agents

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-langbase-com/langbase-com

description

→ Dismiss ⌘ NEW Agent Architectures Composable AI Email Agents ⌘ Step #0 Step #0 # mkdir ai-email-agent && cd ai-email-agent mkdir ai-email-agent && cd ai-email-agent Copy Copied! npm init -y &&

category

Benchmark

tags

mit edu

website

https://aiagentindex.mit.edu/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-mit-edu/mit-edu

description

To fill this gap, we introduce The AI Agent Index, the first public database to document information about currently deployed agentic AI systems. How did we collect the data? From August 2024 to Janua

category

Benchmark

tags

digital information world

website

https://www.digitalinformationworld.com/2024/06/new-benchmark-shows-ai-agents.html

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-digital-information-world/digital-information-world

description

A customer experience AI startup, Sierra, has developed a new benchmark that helps in evaluating the performance of AI chatbot agents. The benchmark is named TAU-bench and is evaluated by having conve

category

Benchmark

tags

Unity ML-Agents

website

https://github.com/Unity-Technologies/ml-agents/blob/develop/docs/ML-Agents-Overview.md

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-unity-ml-agents/unity-ml-agents

description

Unity Machine Learning Agents Toolkit enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning, leveraging Unity'

category

BENCHMARK

tags

Webots

website

https://github.com/cyberbotics/webots

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-webots/webots

description

        Webots provides a complete development environment to model, program and simulate robots, vehicles and mechanical systems.
    

category

BENCHMARK

tags

Jericho

website

https://github.com/microsoft/jericho

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-jericho/jericho

description

Jericho is a lightweight python-based interface connecting learning agents with interactive fiction games, which focuses on interactive fiction games, enabling research in natural language understandi

category

BENCHMARK

tags

OpenAI Gym

website

https://github.com/openai/gym

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-openai-gym/openai-gym

description

OpenAI Gym is A standard toolkit for developing and comparing reinforcement learning (RL) algorithms. It offers a variety of tasks like Atari games and control problems.

category

BENCHMARK

tags

Habitat

website

https://aihabitat.org/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-habitat/habitat

description

        Habitat: A Platform for Embodied AI Research is the original paper published on ICCV. Habitat enables training embodied agents (virtual robots) in highly efficient photorealistic 3D simul

category

BENCHMARK

tags

PettingZoo

website

https://pettingzoo.farama.org

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-pettingzoo/pettingzoo

description

        PettingZoo is a python interface capable of general multi-agent reinforcement learning (MARL) problems. PettingZoo includes a wide variety of reference environments, helpful utilities, an

category

BENCHMARK

tags

SOTOPIA

website

https://docs.sotopia.world/

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-sotopia/sotopia

description

        SOTOPIA is the interactive Evaluation for Social Intelligence in Language Agents
    

website github

category

BENCHMARK

tags

AirSim

website

https://github.com/microsoft/AirSim

Agent Page

http://www.deepnlp.org/store/ai-agent/benchmark/pub-airsim/airsim

description

        AirSim is developped by Microsoft Research as a simulation platform for AI research and experimentation. For example, drone delivery is no longer a sci-fi storyline—it’s a business realit

category

BENCHMARK

tags