Wildfire Evacuation Prediction on Marshall Fire Kincade Fire cross-event (test)
90.5Precision (Stay)HCM
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| HCM2025.02 | 90.5 | 12.4 | 21.8 | 90.5 | 98.9 | 72.5 | 59.3 | 47.2 | 49.3 | |
| GPT-4o InferenceLLM Backend=GPT-4o2025.02 | 78.6 | 30.1 | 43.6 | 51.4 | 90 | 65.5 | 57.1 | 54.5 | 53.4 | |
| FLARELLM Backend=Claude-3.52025.02 | 78.3 | 92.3 | 84.7 | 94.4 | 83.6 | 88.7 | 87 | 86.7 | 87.1 | |
| FLARELLM Backend=GPT-4o2025.02 | 65.4 | 89.5 | 75.6 | 89.5 | 65.4 | 75.6 | 75.6 | 75.56 | 75.6 | |
| Logistic Regression2025.02 | 57 | 65 | 61 | 66 | 59 | 63 | 62 | 62 | 62 | |
| Random Forest2025.02 | 0 | 0 | 0 | 54 | 100 | 70 | 54 | 35 | 38 |