Line Segment Detection on ShanghaiTech v1.0 (test)
64.3sAP5F-Clip (HR)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| F-Clip (HR)Category=One-stage, Backbone=HR2021.04 | 64.3 | 68.3 | 85.7 | 17.4 | 107.5 | |
| HAWP (re-trained)Category=Two-stage, Retrained=true2021.04 | 63.1 | 66.9 | 84.9 | 12.3 | 60.6 | |
| F-Clip (HG2-LB)Category=One-stage, Backbone=HG2, Variant=LB2021.04 | 62.6 | 66.8 | 85.1 | 29.8 | 148.5 | |
| HAWPCategory=Two-stage2021.04 | 62.5 | 66.5 | 84.5 | 26.9 | 81.3 | |
| TP-LSD (re-trained)Category=One-stage, Retrained=true2021.04 | 62.4 | 67.3 | 85.2 | 17.1 | 106.2 | |
| F-Clip (HG2)Category=One-stage, Backbone=HG22021.04 | 61.3 | 65.8 | 84 | 35.7 | 205.2 | |
| L-CNNCategory=Two-stage2021.04 | 58.9 | 62.9 | 80.3 | 15.6 | 16.4 | |
| F-Clip (HG1)Category=One-stage, Backbone=HG12021.04 | 58.6 | 63.6 | 83 | 64.1 | 324.5 | |
| F-Clip (HG1-D3)Category=One-stage, Backbone=HG1, Variant=D32021.04 | 57.8 | 62.7 | 82 | 67.9 | 339.8 | |
| TP-LSD (Res34)Category=One-stage, Backbone=ResNet-342021.04 | 57.5 | 60 | — | 32.6 | 194.2 | |
| TP-LSD (Res34-Lite)Category=One-stage, Backbone=ResNet-34, Variant=Lite2021.04 | 56.4 | 59.7 | — | 65.9 | 327.6 | |
| F-Clip (HG1-D2)Category=One-stage, Backbone=HG1, Variant=D22021.04 | 52.7 | 57.2 | 76.7 | 73.4 | 363.1 | |
| AFMCategory=Two-stage2021.04 | 18.5 | 24.4 | 69.2 | 13.5 | — | |
| LSD (320)Category=Two-stage, Input Resolution=3202021.04 | 6.7 | 8.8 | 52 | 100 | — | |
| DWPCategory=Two-stage2021.04 | 3.7 | 5.1 | 67.8 | 2.24 | — |