Economic simulation on Real-world macroeconomic data GDP, CPI
81.5Volatility RealismSAMAS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SAMASModel=GPT-3.5, Agent number=1002026.06 | 81.5 | 42.5 | 64.8 | 70.9 | 167.9 | 20.2 | 2.1 | |
| Simple LLM-driven2026.06 | 75.8 | 35.6 | 54.7 | 60.1 | 141.3 | 15.5 | 1.5 | |
| RL-augmented2026.06 | 71.2 | 32 | 49.8 | 55.4 | — | — | — | |
| Complex Rule-based2026.06 | 60.5 | 29.5 | 44.2 | 49.3 | — | — | — | |
| Simple Rule-based2026.06 | 51.8 | 26.8 | 41.5 | 46 | — | — | — | |
| RANDOM2026.06 | 0.2 | 0.4 | 0.3 | 0.5 | — | — | — |