René's URL Explorer Experiment


Title: GitHub - TIGER-AI-Lab/ClawBench: Open-source benchmark for browser AI agents on daily tasks. · GitHub

Open Graph Title: GitHub - TIGER-AI-Lab/ClawBench: Open-source benchmark for browser AI agents on daily tasks.

X Title: GitHub - TIGER-AI-Lab/ClawBench: Open-source benchmark for browser AI agents on daily tasks.

Description: Open-source benchmark for browser AI agents on daily tasks. - TIGER-AI-Lab/ClawBench

Open Graph Description: Open-source benchmark for browser AI agents on daily tasks. - TIGER-AI-Lab/ClawBench

X Description: Open-source benchmark for browser AI agents on daily tasks. - TIGER-AI-Lab/ClawBench

Opengraph URL: https://github.com/TIGER-AI-Lab/ClawBench

X: @github

direct link

Domain: github.com

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Live leaderboardhttps://huggingface.co/spaces/TIGER-Lab/ClawBench
Resultshttps://github.com/TIGER-AI-Lab/ClawBench#results
Task explorerhttps://claw-bench.com/tasks
Datasetshttps://github.com/TIGER-AI-Lab/ClawBench#datasets
Reproduction workflowhttps://github.com/TIGER-AI-Lab/ClawBench#reproduce-the-leaderboard
Trace cookbookhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/trace-cookbook.md
Paperhttps://arxiv.org/abs/2604.08523
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rgarciahttps://github.com/rgarcia
WebBrainhttps://github.com/webbrain-one/webbrain
alectimison-makerhttps://github.com/alectimison-maker
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Details →https://arxiv.org/abs/2605.08703
Browserbasehttps://www.browserbase.com
Details →https://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/browser-runtimes.md
Details →https://github.com/TIGER-AI-Lab/ClawBench/blob/main/CHANGELOG.md
COLM 2026 WABhttps://www.aiagentbehavior.com/
docs/news.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/news.md
CHANGELOG.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CHANGELOG.md
https://github.com/TIGER-AI-Lab/ClawBench#-awesome-works-using-clawbench
The Recipe for Intelligence in Natural and Artificial Systemshttps://osf.io/preprints/psyarxiv/x9ktv_v1/
DOIhttps://doi.org/10.31234/osf.io/x9ktv_v1
Auditing Agent Harness Safetyhttps://arxiv.org/abs/2605.14271
Codehttps://github.com/UCSB-AI/HarnessAudit
Projecthttps://harnessaudit.github.io/
Agentic Coding Needs Proactivity, Not Just Autonomyhttps://arxiv.org/abs/2605.06717
Google Research Bloghttps://developers.googleblog.com/en/measuring-what-matters-with-jules/
NeuroClaw Technical Reporthttps://arxiv.org/abs/2604.24696
Codehttps://github.com/CUHK-AIM-Group/NeuroClaw
Projecthttps://cuhk-aim-group.github.io/NeuroClaw/
Verifying Agents in Rubric-Graded Environmentshttps://openreview.net/pdf?id=ayA2tJNDET
Codehttps://github.com/Handshake-AI-Research/gandalf-the-grader
Workshophttps://rl-eval.github.io/
OpenClaw Research: A Systematic Survey of Large Language Model Agents in Open Deploymenthttps://openreview.net/forum?id=5PMzjzEy6J
Projecthttps://ykc1.github.io/OpenClaw_Survey_Web/
Resourceshttps://github.com/shuolucs/Awesome-OpenClaw-Research
A Survey of the OpenClaw Ecosystem: From Platform Extensibility to Constraint Designhttps://openreview.net/pdf/eab5a52b7bba57e22707282587f78e482b44d9b0.pdf
Project & Resourceshttps://github.com/REAL-Lab-NU/Awesome-OpenClaw-Papers
Toward Trustworthy Computer-Use Agents: Risk Propagation, Evaluation Gaps, and Human Governancehttps://www.researchgate.net/publication/405422774_Toward_Trustworthy_Computer-Use_Agents_Risk_Propagation_Evaluation_Gaps_and_Human_Governance
Code & Projecthttps://github.com/xu-hu-2002/Toward-Trustworthy-Computer-Use-Agent-A-Survey
Resourceshttps://huggingface.co/datasets/Xu-Hu-2002/Toward-Thustworthy-Computer-Use-Agent
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Contexthttps://arxiv.org/abs/2605.13831
Modelshttps://huggingface.co/collections/ZhaoweiWang/mmprolong
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Traininghttps://arxiv.org/abs/2607.05804
VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wildhttps://arxiv.org/abs/2605.27882
Codehttps://github.com/VibeBench/VibeSearchBench
Projecthttps://vibebench.github.io/VibeSearchBench.github.io/
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluationhttps://arxiv.org/abs/2605.10912
Codehttps://github.com/InternLM/WildClawBench
Projecthttps://internlm.github.io/WildClawBench/
Towards Long-Horizon Agents: A Surveyhttps://openreview.net/forum?id=HyhfhlbWGh
Projecthttps://long-horizon-agents.github.io/
Resourceshttps://github.com/RUC-NLPIR/Awesome-Long-Horizon-Agents
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Taskshttps://arxiv.org/abs/2607.08768
Codehttps://github.com/HKU-MMLab/UniClawBench
Projecthttps://uniclawbench.github.io/
MacAgentBench: Benchmarking AI Agents on Real-World macOS Desktophttps://arxiv.org/abs/2606.22557
Codehttps://github.com/JetAstra/MacAgentBench
Projecthttps://jetastra.github.io/MacAgentBench/
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflowshttps://arxiv.org/abs/2605.14678
Codehttps://github.com/Simplified-Reasoning/Pi-Bench
Projecthttps://simplified-reasoning.github.io/Pi-Bench/
AcademiClaw: When Students Set Challenges for AI Agentshttps://arxiv.org/abs/2605.02661
Codehttps://github.com/GAIR-NLP/AcademiClaw
Projecthttps://gair-nlp.github.io/AcademiClaw/
open an issuehttps://github.com/TIGER-AI-Lab/ClawBench/issues/new/choose
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/chart-bar.svg
https://github.com/TIGER-AI-Lab/ClawBench#-results
claw-bench.comhttps://claw-bench.com/
live leaderboardhttps://claw-bench.com/leaderboard
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/check-double.svg
https://github.com/TIGER-AI-Lab/ClawBench#-reproduce-the-leaderboard
https://github.com/TIGER-AI-Lab/ClawBench#path-a--re-run-the-agent-then-score
https://github.com/TIGER-AI-Lab/ClawBench#path-b--skip-the-run-re-judge-our-published-traces
https://github.com/TIGER-AI-Lab/ClawBench#pass-criterion
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/bolt.svg
https://github.com/TIGER-AI-Lab/ClawBench#-clawbench-lite
test-cases/v1-lite/https://github.com/TIGER-AI-Lab/ClawBench/blob/main/test-cases/v1-lite
browser-use/benchmarkhttps://github.com/browser-use/benchmark
human-reference evaluation workflowhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/README.md
eval/agentic_eval.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/agentic_eval.md
test-cases/v1-lite/https://github.com/TIGER-AI-Lab/ClawBench/blob/main/test-cases/v1-lite
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/play.svg
https://github.com/TIGER-AI-Lab/ClawBench#-example-walkthrough
task walkthroughhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/walkthrough.md
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/video.svg
https://github.com/TIGER-AI-Lab/ClawBench#-evaluation
CLI referencehttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/cli.md#clawbench-rescore
eval/agentic_eval.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/agentic_eval.md
evaluation guidehttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/README.md
OpenEval / EvalPort export instructionshttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/README.md#export-results-to-openeval--evalport
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/terminal.svg
https://github.com/TIGER-AI-Lab/ClawBench#-cli
CLI referencehttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/cli.md
test-cases/v1/https://github.com/TIGER-AI-Lab/ClawBench/blob/main/test-cases/v1
test-cases/task.schema.jsonhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/test-cases/task.schema.json
CONTRIBUTING.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md
eval/README.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/eval/README.md
https://github.com/TIGER-AI-Lab/ClawBench#how-clawbench-compares
WebArenahttps://webarena.dev
GAIAhttps://huggingface.co/datasets/gaia-benchmark/GAIA
SWE-benchhttps://www.swebench.com
BrowserGymhttps://github.com/ServiceNow/BrowserGym
Mind2Webhttps://github.com/OSU-NLP-Group/Mind2Web
Online-Mind2Webhttps://github.com/OSU-NLP-Group/Online-Mind2Web
VisualWebArenahttps://jykoh.com/vwa
WebVoyagerhttps://github.com/MinorJerry/WebVoyager
TheAgentCompanyhttps://the-agent-company.com
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/icons/circle-question.svg
https://github.com/TIGER-AI-Lab/ClawBench#-faq
FAQhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/faq.md
Getting startedhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/docs/getting-started.md
https://github.com/TIGER-AI-Lab/ClawBench#contributing
Add a new test casehttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md#adding-a-new-test-case
Add a new categoryhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md#what-were-looking-for
Submit a new modelhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md#what-were-looking-for
good first issueshttps://github.com/TIGER-AI-Lab/ClawBench/labels/good%20first%20issue
CONTRIBUTING.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md
https://github.com/TIGER-AI-Lab/ClawBench#community
https://github.com/TIGER-AI-Lab/ClawBench/issues/new/choose
https://github.com/TIGER-AI-Lab/ClawBench/blob/main/assets/community/wechat_grp_422.jpg
https://huggingface.co/datasets/NAIL-Group/ClawBench/discussions
https://github.com/TIGER-AI-Lab/ClawBench#citation
https://github.com/TIGER-AI-Lab/ClawBench#contact
Homepage ↗https://reacher-z.github.io
open a GitHub issuehttps://github.com/TIGER-AI-Lab/ClawBench/issues/new/choose
https://github.com/TIGER-AI-Lab/ClawBench#core-contributors
Yuxuan Zhang https://github.com/reacher-z
Yubo Wang https://github.com/Wyyyb
Perry Zhu https://github.com/Perry2004
Penghui Du https://github.com/eternaldolphin
Junwen Miao https://github.com/MEKSAAA
https://github.com/TIGER-AI-Lab/ClawBench#advisors
Kelsey R. Allen https://github.com/k-r-allen
Wenhu Chen https://github.com/wenhuchen
Dongfu Jiang https://github.com/jdf-prog
Liang Chen https://github.com/chenllliang
https://github.com/TIGER-AI-Lab/ClawBench#support-clawbench
star the repohttps://github.com/TIGER-AI-Lab/ClawBench
https://github.com/TIGER-AI-Lab/ClawBench
CONTRIBUTING.mdhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/CONTRIBUTING.md
https://github.com/TIGER-AI-Lab/ClawBench/graphs/contributors
https://github.com/TIGER-AI-Lab/ClawBench#star-history
https://www.star-history.com/?type=date&repos=TIGER-AI-Lab%2FClawBench
https://github.com/TIGER-AI-Lab/ClawBench#license--acknowledgments
LICENSEhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/LICENSE
test-cases/claw-eval/https://github.com/TIGER-AI-Lab/ClawBench/blob/main/test-cases/claw-eval
claw-eval/claw-evalhttps://github.com/claw-eval/claw-eval
claw-eval/Claw-Evalhttps://huggingface.co/datasets/claw-eval/Claw-Eval
NOTICEhttps://github.com/TIGER-AI-Lab/ClawBench/blob/main/NOTICE
OpenClawhttps://github.com/openclaw/openclaw
opencodehttps://opencode.ai
Claude Codehttps://docs.anthropic.com/en/docs/claude-code
Claude in Chromehttps://code.claude.com/docs/en/chrome
OpenAI Codex CLIhttps://github.com/openai/codex
browser-usehttps://github.com/browser-use/browser-use
claw-codehttps://github.com/ultraworkers/claw-code
Hermes Agenthttps://github.com/NousResearch/hermes-agent
Pihttps://pi.dev/
pi-browser-harnesshttps://pi.dev/packages/pi-browser-harness
WebBrainhttps://github.com/webbrain-one/webbrain
Microsoft Playwright MCPhttps://github.com/microsoft/playwright-mcp
LiteLLMhttps://github.com/BerriAI/litellm
noVNChttps://github.com/novnc/noVNC
websockifyhttps://github.com/novnc/websockify
claw-bench.comhttps://claw-bench.com
agent-evaluationhttps://github.com/topics/agent-evaluation
agentic-aihttps://github.com/topics/agentic-ai
ai-agent-benchmarkhttps://github.com/topics/ai-agent-benchmark
ai-agentshttps://github.com/topics/ai-agents
benchmarkhttps://github.com/topics/benchmark
browser-agenthttps://github.com/topics/browser-agent
browser-automationhttps://github.com/topics/browser-automation
browser-usehttps://github.com/topics/browser-use
chrome-agenthttps://github.com/topics/chrome-agent
chrome-extensionhttps://github.com/topics/chrome-extension
computer-usehttps://github.com/topics/computer-use
datasethttps://github.com/topics/dataset
evaluationhttps://github.com/topics/evaluation
everyday-taskshttps://github.com/topics/everyday-tasks
llmhttps://github.com/topics/llm
llm-evaluationhttps://github.com/topics/llm-evaluation
online-taskshttps://github.com/topics/online-tasks
real-world-benchmarkhttps://github.com/topics/real-world-benchmark
web-agenthttps://github.com/topics/web-agent
web-agentshttps://github.com/topics/web-agents
Readmehttps://github.com/TIGER-AI-Lab/ClawBench#readme-ov-file
Apache-2.0 licensehttps://github.com/TIGER-AI-Lab/ClawBench#Apache-2.0-1-ov-file
Contributinghttps://github.com/TIGER-AI-Lab/ClawBench#contributing-ov-file
Activityhttps://github.com/TIGER-AI-Lab/ClawBench/activity
Custom propertieshttps://github.com/TIGER-AI-Lab/ClawBench/custom-properties
74 forkshttps://github.com/TIGER-AI-Lab/ClawBench/forks
Report repositoryhttps://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FTIGER-AI-Lab%2FClawBench&report=TIGER-AI-Lab+%28user%29
https://github.com
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Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

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