Lane Detection on BDD100K val
Metric: Accuracy (%) (higher is better)
Metric: Accuracy (%) (higher is better)
| # | Model↕ | Accuracy (%)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | YOLOPv2 | 87.8 | No | YOLOPv2: Better, Faster, Stronger for Panoptic D... | 2022-08-24 | Code |
| 2 | HybridNets | 85.4 | No | HybridNets: End-to-End Perception Network | 2022-03-17 | Code |
| 3 | A-YOLOM(s) | 84.9 | No | You Only Look at Once for Real-time and Generic ... | 2023-10-02 | Code |
| 4 | TriLiteNet-base | 82.3 | No | - | - | Code |
| 5 | TwinLiteNetPlus-Large | 81.9 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 6 | TwinLiteNetPlus-Medium | 79.1 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 7 | TwinLiteNet | 77.8 | No | TwinLiteNet: An Efficient and Lightweight Model ... | 2023-07-20 | Code |
| 8 | TwinLiteNetPlus-Small | 75.8 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 9 | YOLOP | 70.5 | No | YOLOP: You Only Look Once for Panoptic Driving P... | 2021-08-25 | Code |
| 10 | TwinLiteNetPlus-Nano | 70.2 | No | TwinLiteNetPlus: A Stronger Model for Real-time ... | 2024-03-25 | Code |
| 11 | Enet-SAD | 36.6 | No | Learning Lightweight Lane Detection CNNs by Self... | 2019-08-02 | Code |