Metric: OLS (higher is better)
| # | Model↕ | OLS▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TopoBDA | 58.7 | No | TopoBDA: Towards Bezier Deformable Attention for... | 2024-12-25 | - |
| 2 | MFV | 53.3 | No | - | - | - |
| 3 | TopoMaskV2 | 49.9 | No | TopoMaskV2: Enhanced Instance-Mask-Based Formula... | 2024-09-17 | - |
| 4 | Separated RoadTopoFormer | 43.6 | No | Separated RoadTopoFormer | 2023-07-04 | - |
| 5 | TopoMLP | 41.2 | No | TopoMLP: A Simple yet Strong Pipeline for Drivin... | 2023-10-10 | Code |
| 6 | TopoMask | 36 | No | TopoMask: Instance-Mask-Based Formulation for th... | 2023-06-08 | - |
| 7 | TopoNet | 35.6 | No | Graph-based Topology Reasoning for Driving Scenes | 2023-04-11 | Code |
| 8 | VectorMapNet | 20.8 | No | VectorMapNet: End-to-end Vectorized HD Map Learn... | 2022-06-17 | Code |
| 9 | MapTR | 20 | No | MapTR: Structured Modeling and Learning for Onli... | 2022-08-30 | Code |