Research map / Detection and segmentation / CNN features
EDTER: Edge Detection With Transformer
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use EDTER with multi-scale testing and extra PASCAL VOC training data | EDTER · BSDS500 test | ODS: 0.824 -> 0.848 | Helped |
| Use EDTER instead of BDCN | edge detection · NYUDv2 | ODS: 0.748 -> 0.774 | Helped |
| Use EDTER instead of BDCN | edge detection · Multicue Boundary | ODS: .836 (0.001) -> .861 (0.003) | Helped |
| Replace SETR-MLA with BiMLA (ablation) | EDTER Stage I · BSDS500 | ODS: 0.790 -> 0.817 | Helped |
| Replace SETR-MLA with BiMLA (ablation) | EDTER Stage II with FFM · BSDS500 | AP: 0.848 -> 0.880 | Helped |
| Add the second stage with 8×8 patches (ablation) | EDTER Stage I · BSDS500 | ODS: 0.817 -> 0.824 | Helped |
| Add FFM to fuse global and local stage features (ablation) | EDTER Stage II · BSDS500 | AP: 0.867 -> 0.880 | Helped |
| Use 4×4 rather than 8×8 patches in Stage II (ablation) | EDTER · BSDS500 | ODS: 0.824 -> 0.825 | Helped |
| Add Stage III with 4×4 patches (ablation) | EDTER · BSDS500 | ODS: 0.824 -> 0.826 | Helped |
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