Metric: sAP5 (higher is better)
| # | Model↕ | sAP5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LINEA-L | 30.9 | No | LINEA: Fast and Accurate Line Detection Using Sc... | 2025-05-22 | Code |
| 2 | LINEA-M | 30.3 | No | LINEA: Fast and Accurate Line Detection Using Sc... | 2025-05-22 | Code |
| 3 | DT-LSD | 30.2 | Yes | DT-LSD: Deformable Transformer-based Line Segmen... | 2024-11-20 | Code |
| 4 | LINEA-S | 28.9 | No | LINEA: Fast and Accurate Line Detection Using Sc... | 2025-05-22 | Code |
| 5 | F-Clip | 28.5 | No | Fully Convolutional Line Parsing | 2021-04-22 | Code |
| 6 | ELSD | 27.6 | No | ELSD: Efficient Line Segment Detector and Descri... | 2021-04-29 | - |
| 7 | TP-LSD | 27.6 | No | TP-LSD: Tri-Points Based Line Segment Detector | 2020-09-11 | Code |
| 8 | LINEA-N | 27.3 | No | LINEA: Fast and Accurate Line Detection Using Sc... | 2025-05-22 | Code |
| 9 | HAWP | 26.1 | No | Holistically-Attracted Wireframe Parsing | 2020-03-03 | Code |
| 10 | HT-HAWP | 25 | No | Deep Hough-Transform Line Priors | 2020-07-18 | Code |
| 11 | M-LSD | 24.6 | No | Towards Light-weight and Real-time Line Segment ... | 2021-06-01 | Code |
| 12 | L-CNN | 24.3 | No | End-to-End Wireframe Parsing | 2019-05-08 | Code |
| 13 | MCMLSD | 7.2 | No | - | - | - |