Glass Segmentation on RGB-T dataset Images without glass 1.0 (test)
0.003MAERGB-T Glass Segmentation Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RGB-T Glass Segmentation NetworkVariant=RGB-T2022.04 | 0.003 | 0.9973 | 0.08 | |
| CMX#Params=66.56M, Inference time=0.035s2022.04 | 0.004 | 0.997 | 0.06 | |
| RGB-T Glass Segmentation NetworkVariant=RGB-only2022.04 | 0.016 | 0.9842 | 0.11 | |
| ShapeConv#Params=41.21M, Inference time=0.534s2022.04 | 0.019 | 0.9824 | 0.41 | |
| HDFNet#Params=54.77M, Inference time=0.019s2022.04 | 0.019 | 0.9849 | 0.59 | |
| CLNet#Params=246.13M, Inference time=0.142s2022.04 | 0.021 | 0.9803 | 0.14 | |
| VST#Params=83.83M, Inference time=0.034s2022.04 | 0.026 | 0.9747 | 0.15 | |
| UCNet#Params=31.26M, Inference time=0.026s2022.04 | 0.028 | 0.9724 | 0.14 | |
| ESANet#Params=46.88M, Inference time=0.022s2022.04 | 0.03 | 0.977 | 0.25 | |
| EBS#Params=118.96M, Inference time=0.036s2022.04 | 0.031 | 0.9697 | 0.21 | |
| SPNet#Params=175.29M, Inference time=0.058s2022.04 | 0.035 | 0.9668 | 0.4 | |
| DCFNet#Params=108.49M, Inference time=0.064s2022.04 | 0.036 | 0.9645 | 0.21 | |
| RD3D#Params=46.90M, Inference time=0.013s2022.04 | 0.037 | 0.9713 | 0.26 | |
| DANet#Params=26.68M, Inference time=0.007s2022.04 | 0.045 | 0.9636 | 0.36 | |
| Segformer#Params=34.07M, Inference time=0.017s2022.04 | 0.063 | 0.9372 | 0.34 | |
| HAINet#Params=59.82M, Inference time=0.023s2022.04 | 0.069 | 0.9444 | 0.48 | |
| UTA#Params=48.61M, Inference time=0.023s2022.04 | 0.069 | 0.93 | 0.23 | |
| MCNet#Params=54.64M, Inference time=0.266s2022.04 | 0.118 | 0.8951 | 0.6 | |
| EBLNet#Params=48.36M, Inference time=0.012s2022.04 | 0.129 | 0.8867 | 0.72 | |
| RGB-T Glass Segmentation NetworkVariant=Thermal-only2022.04 | 0.136 | 0.8668 | 0.55 | |
| RTFNet#Params=185.23M, Inference time=0.016s2022.04 | 0.188 | 0.8369 | 0.89 | |
| ATSA#Params=32.16M, Inference time=0.021s2022.04 | 0.276 | 0.7357 | 1 | |
| DPANet#Params=92.40M, Inference time=0.019s2022.04 | 0.291 | 0.8356 | 0.9 | |
| Segmenter#Params=103.15M, Inference time=1.067s2022.04 | 0.303 | 0.9206 | 0.31 | |
| FRDT#Params=72.81M, Inference time=0.013s2022.04 | 0.313 | 0.6949 | 0.96 | |
| SSF#Params=32.93M, Inference time=0.028s2022.04 | 0.356 | 0.6447 | 0.96 | |
| Zhang et al.#Params=38.87M, Inference time=0.053s2022.04 | 0.488 | 0.5157 | 1 | |
| CoNet#Params=43.66M, Inference time=0.021s2022.04 | 0.533 | 0.4683 | 1 |