Coastal Flood Prediction on Coastal Flood Prediction Dataset 18 samples (test)
0.06AMAECASPIAN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CASPIAN2024.06 | 0.06 | 0.46 | 3.12 | 1.06 | 2.38 | 0.95 | 98.5 | |
| SWIN-Unet2024.06 | 0.07 | 0.42 | 3.21 | 1.37 | 3.12 | 0.95 | 97.3 | |
| Attention U-netpre-trained weights=true2024.06 | 0.1 | 0.64 | 5.3 | 2.28 | 4.52 | 0.9 | 98.8 | |
| Attention U-net2024.06 | 0.11 | 0.64 | 5.38 | 2.29 | 4.71 | 0.9 | 98.8 | |
| Lasso with Poly.2024.06 | 0.14 | 0.42 | 16.3 | 5.41 | 6.27 | 0.95 | 10.8 | |
| SVRensemble=true2024.06 | 0.17 | 0.69 | 22.5 | 4.47 | 5.45 | 0.89 | 21.3 | |
| Kriging with PCA2024.06 | 0.19 | 0.55 | 22.1 | 19.9 | 11.3 | 0.91 | 42.1 | |
| Linear Regression2024.06 | 0.2 | 0.57 | 12.5 | 19.3 | 34 | 0.88 | 41.4 | |
| Baseline Predictor2024.06 | 1.14 | 2.19 | 58.5 | 27 | 55.9 | -0.11 | 21.3 |