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  1. Home
  2. /Repositories
  3. /sierra-research/tau2-bench
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repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 14d ago

sierra-research/tau2-bench

τ-Bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 63%Can Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool Use →
  • PossiblePossibly related (embedding) · 62%UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks →
  • PossiblePossibly related (embedding) · 62%ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents →
  • PossiblePossibly related (embedding) · 61%SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions →
  • PossiblePossibly related (embedding) · 59%PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents →
  • PossiblePossibly related (embedding) · 60%MM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents →
  • PossiblePossibly related (embedding) · 54%Most AI agents have no concept of opportunity cost [D] →

Implements

paperCan Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool UsepaperUniClawBench: A Universal Benchmark for Proactive Agents on Real-World TaskspaperToolFailBench: Diagnosing Tool-Use Failures in LLM AgentspaperSWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding SessionspaperPolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents

Implements (incoming)

paperMM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling Agents

Covers (incoming)

newsMost AI agents have no concept of opportunity cost [D]

Related across the graph

paperPolyWorkBench: Benchmarking Multilingual Long-Horizon LLM AgentspaperUniClawBench: A Universal Benchmark for Proactive Agents on Real-World TaskspaperToolFailBench: Diagnosing Tool-Use Failures in LLM AgentsnewsMost AI agents have no concept of opportunity cost [D]paperMM-ToolSandBox: A Unified Framework for Evaluating Visual Tool-Calling AgentspaperCan Agents Generalize to the Open World? Unveiling the Fragility of Static Training in Tool UsepaperSWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions
Knowledge path·PPolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents→PUniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks→PToolFailBench: Diagnosing Tool-Use Failures in LLM Agents→Rsierra-research/tau2-bench

Topics

aibenchmarkconversational-agentslanguage-model-agentllm

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Graph trust82Primary
Graph score1818