Coastal Flood Prediction on Coastal Flood Prediction 32 samples (holdout)
0.06AMAECASPIAN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CASPIAN2024.06 | 0.06 | 0.45 | 2.8 | 1.01 | 3.99 | 0.96 | 99.1 | |
| SWIN-Unet2024.06 | 0.08 | 0.45 | 3.32 | 1.7 | 7.58 | 0.95 | 98.1 | |
| Attention U-netpre-trained weights=true2024.06 | 0.12 | 0.69 | 7.19 | 3.14 | 3.14 | 0.94 | 98.5 | |
| Attention U-net2024.06 | 0.13 | 0.69 | 7.19 | 3.14 | 7.19 | 0.95 | 97.3 | |
| Lasso with Poly.2024.06 | 0.16 | 0.46 | 7.09 | 6.72 | 14.3 | 0.95 | 10.8 | |
| SVRensemble=true2024.06 | 0.17 | 0.7 | 5.56 | 1.9 | 4.04 | 0.89 | 19.2 | |
| Kriging with PCA2024.06 | 0.21 | 0.59 | 9.31 | 12 | 19.3 | 0.93 | 42.8 | |
| Linear Regression2024.06 | 0.28 | 0.7 | 7.65 | 4.44 | 6.13 | 0.9 | 19.2 | |
| Baseline Predictor2024.06 | 1.33 | 2.49 | 62.2 | 29.9 | 52.6 | -0.05 | 19.2 |