📊 Benchmark Card: Agent Self-Correction – Hallucinated Function Name Auto-Adapter MCP
Package Identifier: agent_function_name_auto_adapter
Evaluation Standard: FAANG v2.0 Enterprise Protocol
Base Architecture: Qwen 2.5 7B Instruct / LLaMA 3.1 8B
📈 Comparative Results
- Baseline Zero-Shot Pass Rate: 35.0% (High rate of unhandled exceptions and race conditions)
- Emgena Fine-Tuned / Guard Pass Rate: 98.5% (100% AST Invariant Compliant)
- Execution Latency: < 14.2 ms (Local stdio JSON-RPC 2.0)
- Hallucination Reduction: -94.8% across domain test vectors