Lane Detection on Apollo Synthetic 3D Lane
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LaneCPP | 97.4 | No | LaneCPP: Continuous 3D Lane Detection using Phys... | 2024-06-12 | - |
| 2 | BEV-LaneDet | 96.9 | No | BEV-LaneDet: a Simple and Effective 3D Lane Dete... | 2022-10-12 | - |
| 3 | CurveFormer | 95.8 | No | CurveFormer: 3D Lane Detection by Curve Propagat... | 2022-09-16 | - |
| 4 | Anchor3DLane | 95.6 | No | Anchor3DLane: Learning to Regress 3D Anchors for... | 2023-01-06 | Code |
| 5 | Anchor3DLane† (iterative regression) | 95.4 | No | Anchor3DLane: Learning to Regress 3D Anchors for... | 2023-01-06 | Code |
| 6 | PersFormer | 92.9 | No | PersFormer: 3D Lane Detection via Perspective Tr... | 2022-03-21 | Code |
| 7 | Reconstruct from Top View | 91.9 | No | - | - | - |
| 8 | CLGo | 91.9 | No | Learning to Predict 3D Lane Shape and Camera Pos... | 2021-12-31 | Code |
| 9 | Gen-LaneNet | 88.1 | No | Gen-LaneNet: A Generalized and Scalable Approach... | 2020-03-24 | Code |
| 10 | 3D-LaneNet | 86.4 | No | 3D-LaneNet: End-to-End 3D Multiple Lane Detection | 2018-11-26 | Code |