Failure-Transparent Agents Benchmark

What is Failure-Transparent Agents?

Measures whether LLM agents admit tool failures instead of claiming success across 100 tasks covering web, attachment, execution, permission, and stale-data…

Released

2026-09-10

Evaluates

Language & Knowledge, Software & AI Compute, cs.AI

Openness

unknown

Importer

Claire Radar

Review status

ai-reviewed

Reported scores

0

Source provenance

• Original evidence https://github.com/junru-zhu/failure-transparent-agents

Failure-Transparent Agents code

• Code https://github.com/junru-zhu/failure-transparent-agents

Which sources cite Failure-Transparent Agents?

• Failure-Transparent Agents

Related Language & Knowledge, Software & AI Compute, cs.AI benchmarks

• 5-Dialects-BN
• A Large-Scale Dataset and Benchmark
• AARRI-Bench
• ABC-Bench
• Active-SWE
• ActiveSciBench
• AdaMem-Bench
• AdvancedMathBench