Glass Segmentation on GSD-S
75.3mIoUGlassSemNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GlassSemNetAdditional semantic context information=true, Post-processing refinement=true2025.12 | 75.3 | 0.86 | 0.035 | 9.26 | |
| Ours-B5Backbone=MiT-B5, Input=RGB-only2025.12 | 75.2 | 0.859 | 0.046 | 9.04 | |
| Ours-B4Backbone=PVTv2-B4, GFLOPs=79.32025.12 | 74.1 | — | — | — | |
| VBNet2025.12 | 73.5 | 0.837 | 0.038 | 10.07 | |
| GSD2025.12 | 72.1 | 0.821 | 0.061 | 10.02 | |
| GSDBackbone=ResNeXt-101, GFLOPs=92.72025.12 | 72.1 | — | — | — | |
| Swin2025.12 | 59.6 | 0.702 | 0.082 | 11.34 | |
| Twins2025.12 | 59.1 | 0.703 | 0.084 | 12.43 | |
| SETR2025.12 | 56.7 | 0.679 | 0.086 | 13.25 | |
| SETRBackbone=ViT-Large, GFLOPs=240.12025.12 | 56.7 | — | — | — | |
| T-2-T ViT2025.12 | 56.2 | 0.693 | 0.087 | 14.72 | |
| PSPNet2025.12 | 56.1 | 0.679 | 0.093 | 13.41 | |
| SCA-SOD2025.12 | 55.8 | 0.689 | 0.087 | 15.03 | |
| DeepLabV3+2025.12 | 55.7 | 0.671 | 0.1 | 13.11 | |
| PSANet2025.12 | 55.1 | 0.656 | 0.104 | 12.61 | |
| SegFormer2025.12 | 54.7 | 0.683 | 0.094 | 15.15 | |
| SegFormerBackbone=MiT-B5, GFLOPs=70.22025.12 | 54.7 | — | — | — | |
| DANet2025.12 | 54.3 | 0.673 | 0.098 | 14.78 | |
| Segmenter2025.12 | 53.6 | 0.645 | 0.101 | 14.02 | |
| GDNet2025.12 | 52.9 | 0.642 | 0.101 | 18.17 | |
| GDNetBackbone=ResNeXt-101, GFLOPs=271.52025.12 | 52.9 | — | — | — |