Inventory Management on Inventory Management Average GPT-5 (all scenarios)
93.77Relative GapInvAgent
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InvAgentBackbone=GPT-5, Reasoning effort=medium, Strategy=w/o strategy2026.02 | 93.77 | — | |
| AIM-RMBackbone=GPT-5, Reasoning effort=medium, Strategy=w/ RL log2026.02 | 104.49 | — | |
| AIM-RMBackbone=GPT-5, Reasoning effort=medium, Strategy=w/o RL log2026.02 | 104.86 | — | |
| InvAgentBackbone=GPT-5, Reasoning effort=medium, Strategy=w/ step desc2026.02 | 116.06 | — | |
| InvAgentBackbone=GPT-5, Reasoning effort=medium, Strategy=w/ strategy2026.02 | 158.91 | — | |
| InvAgentBackbone=GPT-5, Reasoning effort=medium, Strategy=w/ step desc and our strategy2026.02 | 195.18 | — |