Line Segment Detection on YorkUrban
28.5sAP5F-Clip (HR)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| F-Clip (HR)Category=One-stage, Backbone=HR2021.04 | 28.5 | — | 30.8 | — | 65 | 17.4 | 107.5 | |
| TP-LSD-Res34Input=512, Params(M)=23.9, FPS=20.02021.06 | 27.6 | 67.2 | 27.7 | 34.3 | — | — | — | |
| F-Clip (HG2-LB)Category=One-stage, Backbone=HG2, Variant=LB2021.04 | 27.6 | — | 29.9 | — | 62.3 | 29.8 | 148.5 | |
| L-CNN + M-LSD-sInput=512, Params(M)=9.8, FPS=16.62021.06 | 27.5 | 66.5 | 28.1 | 31.7 | — | — | — | |
| HAWP + M-LSD-sInput=512, Params(M)=10.4, FPS=32.92021.06 | 27.5 | 66.7 | 28.5 | 32.4 | — | — | — | |
| TP-LSD (re-trained)Category=One-stage, Retrained=true2021.04 | 27.5 | — | 29.8 | — | 63.1 | 17.1 | 106.2 | |
| F-Clip (HG2)Category=One-stage, Backbone=HG22021.04 | 27.2 | — | 29.4 | — | 62 | 35.7 | 205.2 | |
| HAWP (re-trained)Category=Two-stage, Retrained=true2021.04 | 26.9 | — | 29.2 | — | 61.4 | 12.3 | 60.6 | |
| HAWPInput=512, Params(M)=10.4, FPS=32.92021.06 | 26.1 | 64.8 | 28.5 | 30.4 | — | — | — | |
| HAWPCategory=Two-stage2021.04 | 26.1 | — | 28.5 | — | 60.6 | 26.9 | 81.3 | |
| L-CNNInput=512, Params(M)=9.8, FPS=16.62021.06 | 25.9 | 64.6 | 28.2 | 32 | — | — | — | |
| HT-L-CNNInput=512, Params(M)=9.3, FPS=7.52021.06 | 25.7 | — | 28 | — | — | — | — | |
| F-Clip (HG1-D3)Category=One-stage, Backbone=HG1, Variant=D32021.04 | 25.6 | — | 28.2 | — | 60.6 | 67.9 | 339.8 | |
| TP-LSD-Res34Input=320, Params(M)=23.9, FPS=45.82021.06 | 25.3 | 67.4 | 27.4 | 31.1 | — | — | — | |
| TP-LSD (Res34)Category=One-stage, Backbone=ResNet-342021.04 | 25.3 | — | 27.4 | — | — | 32.6 | 194.2 | |
| HT-HAWPInput=512, Params(M)=10.5, FPS=12.22021.06 | 25 | — | 27.4 | — | — | — | — | |
| F-Clip (HG1)Category=One-stage, Backbone=HG12021.04 | 24.9 | — | 27.4 | — | 60.3 | 64.1 | 324.5 | |
| TP-LSD-LiteInput=320, Params(M)=23.9, FPS=87.12021.06 | 24.8 | 68.1 | 26.8 | 31.2 | — | — | — | |
| TP-LSD (Res34-Lite)Category=One-stage, Backbone=ResNet-34, Variant=Lite2021.04 | 24.8 | — | 26.8 | — | — | 65.9 | 327.6 | |
| M-LSDInput=512, Params(M)=1.5, FPS=115.42021.06 | 24.6 | 64.2 | 27.3 | 30.7 | — | — | — | |
| L-CNNCategory=Two-stage2021.04 | 24.3 | — | 26.4 | — | 58.5 | 15.6 | 16.4 | |
| LETRInput=1100*, Params(M)=121.2, FPS=5.42021.06 | 24 | 66.6 | 27.6 | 32.5 | — | — | — | |
| F-Clip (HG1-D2)Category=One-stage, Backbone=HG1, Variant=D22021.04 | 23.9 | — | 26.1 | — | 56.3 | 73.4 | 363.1 | |
| M-LSD-tinyInput=512, Params(M)=0.6, FPS=164.12021.06 | 22.1 | 62.4 | 25 | 28.3 | — | — | — | |
| M-LSDInput=320, Params(M)=1.5, FPS=138.22021.06 | 20.2 | 63.4 | 23.9 | 27.7 | — | — | — | |
| TP-LSD-HGInput=512, Params(M)=7.4, FPS=48.92021.06 | 18.9 | 67.3 | 22 | 24.6 | — | — | — | |
| M-LSD-tinyInput=320, Params(M)=0.6, FPS=200.82021.06 | 17.4 | 61.9 | 21.3 | 23.7 | — | — | — | |
| LSDInput=320, FPS=100.0 (CPU)2021.06 | 7.5 | 60.6 | 9.2 | 16.1 | — | — | — | |
| LSD (320)Category=Two-stage, Input Resolution=3202021.04 | 7.5 | — | 9.2 | — | 51 | 100 | — | |
| AFMCategory=Two-stage2021.04 | 7.3 | — | 9.4 | — | 48.2 | 13.5 | — | |
| AFMInput=320, Params(M)=43.0, FPS=14.12021.06 | 7 | 66.3 | 9.1 | 17.5 | — | — | — | |
| DWPInput=512, Params(M)=33.0, FPS=2.22021.06 | 2.8 | 65.2 | 2.6 | 3.1 | — | — | — | |
| DWPCategory=Two-stage2021.04 | 1.5 | — | 2.1 | — | 51 | 2.24 | — |