Flood Depth Classification on STURM-FloodDepth (real)
98.62Overall AccuracyTier 3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Tier 3Model Tier=Tier 3, Prompting Strategy=CoT2026.03 | 98.62 | 98.18 | 97.17 | 100 | |
| Tier 2Model Tier=Tier 2, Prompting Strategy=CoT2026.03 | 92.45 | 82.92 | 97.73 | 99.46 | |
| Tier 2Model Tier=Tier 2, Prompting Strategy=Detailed2026.03 | 92.16 | 89.6 | 98.44 | 90.95 | |
| Tier 2Model Tier=Tier 2, Prompting Strategy=Simple2026.03 | 90.08 | 91.67 | 98.58 | 82.97 | |
| STURM (Baseline)Model Tier=STURM Baseline2026.03 | 86.61 | 95.64 | 77.64 | 88.27 |