ML Research Wiki / Benchmarks / Lane Detection / CurveLanes

CurveLanes

Lane Detection Benchmark

Performance Over Time

📊 Showing 15 results | 📏 Metric: F1 score

Top Performing Models

Rank Model Paper F1 score Date Code
1 CANet-L CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection 87.87 2023-04-23 -
2 CANet-M CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection 87.19 2023-04-23 -
3 CANet-S CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection 86.57 2023-04-23 -
4 CLRerNet-DLA34 CLRerNet: Improving Confidence of Lane Detection with LaneIoU 86.47 2023-05-15 📦 hirotomusiker/clrernet 📦 zkyntu/UnLanedet
5 CLRNet-DLA34 CLRerNet: Improving Confidence of Lane Detection with LaneIoU 86.10 2023-05-15 📦 hirotomusiker/clrernet 📦 zkyntu/UnLanedet
6 CondLaneNet-L(ResNet-101) 📚 CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution 86.10 2021-05-11 📦 Turoad/lanedet 📦 aliyun/conditional-lane-detection 📦 zkyseu/PPlanedet 📦 zkyntu/UnLanedet
7 CondLaneNet-M(ResNet-34) 📚 CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution 85.92 2021-05-11 📦 Turoad/lanedet 📦 aliyun/conditional-lane-detection 📦 zkyseu/PPlanedet 📦 zkyntu/UnLanedet
8 CondLaneNet-S(ResNet-18) 📚 CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution 85.09 2021-05-11 📦 Turoad/lanedet 📦 aliyun/conditional-lane-detection 📦 zkyseu/PPlanedet 📦 zkyntu/UnLanedet
9 CANet-L(ResNet101) CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection 84.36 2023-04-23 -
10 CurveLane-L CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending 82.29 2020-07-23 📦 huawei-noah/vega

All Papers (15)