|
|
baseline_mean |
baseline_repeat |
conv2d |
conv3d |
convlstm |
| Barents Sea |
bin_accuracy |
0.874963 |
0.848936 |
0.937071 |
0.891255 |
0.941710 |
| iou |
0.185126 |
0.331170 |
0.647688 |
0.420801 |
0.671497 |
| mae |
0.130236 |
0.151377 |
0.067575 |
0.113846 |
0.057296 |
| mse |
0.053554 |
0.106431 |
0.028444 |
0.064654 |
0.025509 |
| psnr |
12.712070 |
9.729317 |
15.460110 |
11.894089 |
15.948077 |
| rmse |
0.231418 |
0.326238 |
0.168653 |
0.254271 |
0.159578 |
| ssim |
0.540464 |
0.609196 |
0.696043 |
0.618139 |
0.784737 |
| Chukchi Sea |
bin_accuracy |
0.656515 |
0.675528 |
0.947459 |
0.789110 |
0.948085 |
| iou |
0.126601 |
0.364351 |
0.865943 |
0.585862 |
0.871389 |
| mae |
0.269926 |
0.300754 |
0.069100 |
0.198657 |
0.061957 |
| mse |
0.124306 |
0.246038 |
0.023475 |
0.125997 |
0.026552 |
| psnr |
9.055069 |
6.089983 |
16.293947 |
8.996499 |
15.796962 |
| rmse |
0.352571 |
0.496022 |
0.153215 |
0.354958 |
0.162596 |
| ssim |
0.405798 |
0.385161 |
0.651510 |
0.449680 |
0.751346 |
| Kara Sea |
bin_accuracy |
0.801598 |
0.797711 |
0.939550 |
0.844245 |
0.945934 |
| iou |
0.282630 |
0.412451 |
0.785852 |
0.559398 |
0.805982 |
| mae |
0.162785 |
0.185920 |
0.065702 |
0.149524 |
0.054693 |
| mse |
0.070723 |
0.136968 |
0.025262 |
0.092185 |
0.022224 |
| psnr |
11.504373 |
8.633821 |
15.975368 |
10.358038 |
16.550935 |
| rmse |
0.265939 |
0.370091 |
0.158939 |
0.303539 |
0.148913 |
| ssim |
0.604080 |
0.590542 |
0.725831 |
0.589535 |
0.810979 |
| Laptev Sea |
bin_accuracy |
0.839829 |
0.863018 |
0.964288 |
0.897629 |
0.970806 |
| iou |
0.387533 |
0.534633 |
0.859092 |
0.683309 |
0.882638 |
| mae |
0.115111 |
0.122237 |
0.043340 |
0.094628 |
0.030666 |
| mse |
0.051770 |
0.094377 |
0.015273 |
0.066438 |
0.011886 |
| psnr |
12.859248 |
10.251351 |
18.160892 |
11.784326 |
19.400338 |
| rmse |
0.227529 |
0.307208 |
0.123582 |
0.257630 |
0.108099 |
| ssim |
0.782073 |
0.746823 |
0.837163 |
0.802543 |
0.907448 |
| Sea of Japan |
bin_accuracy |
0.994356 |
0.989473 |
0.994356 |
0.995731 |
0.995423 |
| iou |
0.000000 |
0.035046 |
0.000000 |
0.000000 |
0.383335 |
| mae |
0.013824 |
0.016332 |
0.009841 |
0.008582 |
0.006749 |
| mse |
0.004467 |
0.009577 |
0.005990 |
0.004908 |
0.002619 |
| psnr |
23.499943 |
20.187490 |
22.225956 |
22.945065 |
25.774397 |
| rmse |
0.066835 |
0.097865 |
0.077393 |
0.069567 |
0.051133 |
| ssim |
0.841847 |
0.879064 |
0.922021 |
0.919443 |
0.923896 |