Shadow Detection on CUHK-Shadow (test)
86.27F-beta (Overall)FSDNet
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FSDNetFPS=77.52, Params (M)=4.4, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 86.27 | 8.65 | 79.04 | 10.14 | 88.78 | 8.1 | 83.22 | 9.95 | 90.86 | 4.4 | 84.27 | 9.75 | |
| PSPNetFPS=12.21, Params (M)=65.47, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 84.93 | 10.65 | 76.76 | 12.38 | 88.12 | 9.48 | 81.14 | 12.65 | 90.42 | 5.68 | 82.2 | 12.75 | |
| BDRARFPS=18.2, Params (M)=42.46, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 83.51 | 9.18 | 76.53 | 10.47 | 85.35 | 9.73 | 79.77 | 10.56 | 88.56 | 4.88 | 82.09 | 10.09 | |
| A+D NetFPS=68.02, Params (M)=54.41, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 83.04 | 12.43 | 73.64 | 15.89 | 88.83 | 9.06 | 78.46 | 13.72 | 86.63 | 6.78 | 80.32 | 14.34 | |
| DSCFPS=4.95, Params (M)=79.03, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 82.76 | 8.65 | 75.26 | 10.49 | 87.03 | 7.58 | 79.26 | 9.56 | 85.34 | 4.53 | 81.16 | 9.92 | |
| DSDNetFPS=21.96, Params (M)=58.16, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 82.59 | 8.27 | 74.75 | 9.8 | 86.52 | 7.92 | 78.56 | 9.59 | 86.41 | 4.03 | 80.64 | 9.2 | |
| R3NetFPS=26.43, Params (M)=56.16, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 81.36 | 8.86 | 73.32 | 10.18 | 84.95 | 8.2 | 76.46 | 10.8 | 86.03 | 4.97 | 79.61 | 10.21 | |
| MirrorNetFPS=16.01, Params (M)=127.77, GPU=GeForce GTX 1080 Ti, Batch size=1, Image size=512x5122019.11 | 78.29 | 13.39 | 69.83 | 15.2 | 79.92 | 12.77 | 74.22 | 14.03 | 85.12 | 7.08 | 76.26 | 15.3 |