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compliancemas/ComplianceMAS-Results

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Hugging Face2026-04-19 更新2026-04-26 收录
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--- license: apache-2.0 tags: - compliance - benchmark - multi-agent - HIPAA - GDPR size_categories: - n<10K features: - name: baseline dtype: string - name: scenario_id dtype: string - name: name dtype: string - name: category dtype: string - name: domain dtype: string - name: compliance_pass dtype: string - name: num_operations dtype: string - name: num_passed dtype: string - name: num_failed dtype: string - name: violations dtype: string --- # ComplianceMAS-Results Companion experiment results dataset for [ComplianceMAS-Bench](https://huggingface.co/datasets/compliancemas/ComplianceMAS-Bench). Contains per-scenario compliance pass/fail results across 7 experimental configurations. ## Configurations | Baseline | Description | Pass Rate | |----------|-------------|-----------| | full | Complete middleware (PII + RBAC + TTL + Audit) | 42.4% | | none | No compliance middleware | 23.4% | | rbac | RBAC only | 25.3% | | ablation_no_pii | Full minus PII scanner | 42.4% | | ablation_no_rbac | Full minus RBAC | 40.5% | | ablation_no_ttl | Full minus TTL enforcer | 25.3% | | ablation_no_audit | Full minus audit logger | 42.4% | ## Columns | Column | Description | |--------|-------------| | `baseline` | Experiment configuration name | | `scenario_id` | Scenario identifier (e.g. s010) | | `name` | Scenario name | | `category` | Failure mode category | | `domain` | Regulated domain | | `compliance_pass` | true/false — did scenario pass compliance check | | `num_operations` | Total operations in scenario | | `num_passed` | Operations that passed | | `num_failed` | Operations that failed | | `violations` | Violation details if any | ## Related - Benchmark: https://huggingface.co/datasets/compliancemas/ComplianceMAS-Bench - Repository: https://github.com/rahulkgup/compliance-mas
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