Lane Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
87.14Accuracy (Road Damage, Perturbed)
7
Jul 8, 2026
82.12Road Damage (Perturbed)
7
Jul 8, 2026
63.5Mean F1
6
Feb 26, 2026
81.49F1@50
5
Mar 12, 2026
60.8IoU
5
Feb 26, 2026
86.47F1 Score
5
Feb 26, 2026
87.64LA
4
Feb 26, 2026
94.97Lane Accuracy
4
Feb 26, 2026
97.15Lane Accuracy
4
Feb 26, 2026
87.59Precision
4
Feb 26, 2026
65.57F1 Score @ IoU 50%
3
Mar 12, 2026
55.65F1@50
3
Mar 12, 2026
77.58F1 Score (IoU=50%)
3
Mar 12, 2026
41.43mIoU
1
Mar 11, 2026
82.3Precision
1
Feb 26, 2026
22.1IoU (LD)
1
Feb 26, 2026