Line Segment Detection on Wireframe
0.633sAP5HAWP + M-LSD-s
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HAWP + M-LSD-sInput=512, Params(M)=10.4, FPS=32.92021.06 | 0.633 | 0.825 | 0.671 | 0.642 | |
| HT-HAWPInput=512, Params(M)=10.5, FPS=12.22021.06 | 0.629 | — | 0.666 | — | |
| HAWPInput=512, Params(M)=10.4, FPS=32.92021.06 | 0.625 | 0.803 | 0.665 | 0.629 | |
| HT-L-CNNInput=512, Params(M)=9.3, FPS=7.52021.06 | 0.603 | — | 0.642 | — | |
| L-CNN + M-LSD-sInput=512, Params(M)=9.8, FPS=16.62021.06 | 0.594 | 0.807 | 0.637 | 0.638 | |
| LETRInput=1100*, Params(M)=121.2, FPS=5.42021.06 | 0.592 | 0.826 | 0.656 | 0.651 | |
| L-CNNInput=512, Params(M)=9.8, FPS=16.62021.06 | 0.589 | 0.775 | 0.628 | 0.598 | |
| TP-LSD-Res34Input=512, Params(M)=23.9, FPS=20.02021.06 | 0.576 | 0.806 | 0.572 | 0.613 | |
| TP-LSD-Res34Input=320, Params(M)=23.9, FPS=45.82021.06 | 0.575 | 0.816 | 0.606 | 0.606 | |
| TP-LSD-LiteInput=320, Params(M)=23.9, FPS=87.12021.06 | 0.564 | 0.804 | 0.597 | 0.597 | |
| M-LSDInput=512, Params(M)=1.5, FPS=115.42021.06 | 0.564 | 0.8 | 0.621 | 0.615 | |
| M-LSD-tinyInput=512, Params(M)=0.6, FPS=164.12021.06 | 0.523 | 0.772 | 0.58 | 0.579 | |
| TP-LSD-HGInput=512, Params(M)=7.4, FPS=48.92021.06 | 0.509 | 0.82 | 0.57 | 0.551 | |
| M-LSDInput=320, Params(M)=1.5, FPS=138.22021.06 | 0.482 | 0.787 | 0.555 | 0.557 | |
| M-LSD-tinyInput=320, Params(M)=0.6, FPS=200.82021.06 | 0.43 | 0.768 | 0.513 | 0.501 | |
| AFMInput=320, Params(M)=43.0, FPS=14.12021.06 | 0.183 | 0.773 | 0.239 | 0.367 | |
| LSDInput=320, FPS=100.0 (CPU)2021.06 | 0.067 | 0.641 | 0.088 | 0.187 | |
| DWPInput=512, Params(M)=33.0, FPS=2.22021.06 | 0.037 | 0.727 | 0.051 | 0.066 | |
| LGNNInput=512, FPS=15.82021.06 | — | — | — | 0.623 | |
| LGNN-liteInput=512, FPS=34.02021.06 | — | — | — | 0.576 |