Personally Identifiable Information Processing on PII-300k 4096 records
1Structural ScoreMagentic-One
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Magentic-OneLLM Backend=GPT-5.4 mini2026.05 | 1 | 0.179 | |
| APWALLM Backend=GPT-5.4 mini2026.05 | 0.9 | 0.544 | |
| MegaAgentLLM Backend=GPT-4.1 mini2026.05 | 0.25 | 0 |