Panic Classification on Hurricane Sandy dataset (test)
75.66AccuracyPCP
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PCPCategory=Reasoning-Enhanced Models2026.06 | 75.66 | 54.41 | 87.23 | 87.36 | 87.3 | 53.98 | 78.6 | 64.01 | 86.25 | 6.41 | 11.94 | |
| E-USIMCategory=End-to-End Prediction Models2026.06 | 64.98 | 34.83 | 67.98 | 93.73 | 78.8 | 38.33 | 16.35 | 22.92 | 50 | 1.42 | 2.76 | |
| ABM-HybridSpacesCategory=Agent-Based Simulation Models2026.06 | 64.49 | 29.07 | 66.67 | 94.88 | 78.31 | 25.92 | 5.18 | 8.64 | 6.67 | 0.14 | 0.27 | |
| GODENCategory=End-to-End Prediction Models2026.06 | 64.34 | 26.43 | 64.35 | 99.93 | 78.29 | 57.89 | 0.51 | 1.01 | — | — | — | |
| SLIRSCategory=Traditional Dynamical Models2026.06 | 63.13 | 27.09 | 64.18 | 97.46 | 77.4 | 20.91 | 2.13 | 3.96 | — | — | — | |
| CPM-RLCategory=Reasoning-Enhanced Models2026.06 | 61.42 | 27.96 | 63.96 | 93.79 | 76.05 | 20.04 | 4.85 | 7.81 | — | — | — | |
| VoterCategory=Traditional Dynamical Models2026.06 | 60.57 | 29.24 | 64.35 | 91.12 | 75.44 | 22.4 | 8.46 | 12.28 | — | — | — | |
| CrowdCategory=Agent-Based Simulation Models2026.06 | 57.32 | 31.96 | 64.39 | 82.2 | 72.21 | 25.52 | 18.21 | 21.25 | 16.47 | 1.3 | 2.41 | |
| ECR-ChainCategory=Reasoning-Enhanced Models2026.06 | 50.45 | 44.19 | 84.32 | 52.98 | 65.07 | 38.48 | 44.92 | 41.45 | 17.89 | 47.86 | 26.04 | |
| Simple PromptCategory=Reasoning-Enhanced Models2026.06 | 48.02 | 34.03 | 76.42 | 47.02 | 58.22 | 29.76 | 74.21 | 42.48 | 9.52 | 0.74 | 1.38 | |
| LAIDSimCategory=Reasoning-Enhanced Models2026.06 | 37.58 | 26.65 | 76.44 | 27.3 | 40.23 | 26.01 | 83.96 | 39.72 | — | — | — | |
| SOARCategory=Agent-Based Simulation Models2026.06 | 24.24 | 14.73 | 72.48 | 1.36 | 2.66 | 24.2 | 97 | 38.74 | 6.71 | 1.77 | 2.8 | |
| BASSCategory=Traditional Dynamical Models2026.06 | 22.76 | 16.18 | 88.89 | 0.14 | 0.27 | 23.81 | 90.25 | 37.97 | 11.94 | 9.48 | 10.57 |