Mechanical Ventilation Management on Pulse Physiology Engine Moderate ARDS cohort
2,695.89Physiological Reading (Oxy)VentAgent
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VentAgentBackbone=gpt-4o-mini2026.06 | 2,695.89 | 160.12 | 588.46 | |
| ReflexionBackbone=gpt-4o-mini2026.06 | 2,580.46 | 125.59 | 435.13 | |
| ToTBackbone=gpt-4o-mini2026.06 | 2,485.27 | 112.43 | 415.89 | |
| DebateBackbone=gpt-4o-mini2026.06 | 2,360.85 | 98.24 | 395.57 | |
| ReActBackbone=gpt-4o-mini2026.06 | 2,265.12 | 92.68 | 378.34 | |
| Self-Consist.Backbone=gpt-4o-mini2026.06 | 2,175.56 | 85.39 | 360.22 | |
| CoTBackbone=gpt-4o-mini2026.06 | 2,110.37 | 78.43 | 345.58 | |
| Few-ShotBackbone=gpt-4o-mini2026.06 | 1,945.63 | 62.19 | 305.82 |