Lane Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.36F1 Score (Normal)
295
May 25, 2026
98.22Accuracy
250
Feb 26, 2026
80.47F1@50
39
Feb 26, 2026
87.87F1 Score
33
May 25, 2026
87.31Accuracy
33
Feb 26, 2026
97.42F1@50
29
Feb 26, 2026
97.16F1@50
26
Feb 26, 2026
77.41F-measure (Total)
25
Feb 26, 2026
95.78Performance (Normal)
23
Mar 12, 2026
96.87Accuracy (Benign)
20
Mar 26, 2026
85.51Benign Accuracy
20
Mar 26, 2026
0.98F1 Score
13
Feb 26, 2026
88.6Accuracy
12
Feb 26, 2026
75.9F1 (Confidence)
11
Feb 26, 2026
82.9F1 (Confidence)
11
Feb 26, 2026
78F1 (Confidence)
11
Feb 26, 2026
82.5F1 (Confidence)
11
Feb 26, 2026
81.7F1 (Confidence)
11
Feb 26, 2026
82F1 (Confidence)
11
Feb 26, 2026
82.2F1 (Confidence)
11
Feb 26, 2026
82.1F1 (Confidence)
11
Feb 26, 2026
96.81Accuracy
11
Feb 26, 2026
98.2Test Accuracy
10
Feb 26, 2026
92.1Accuracy (Normal)
9
Feb 26, 2026
96.07F1 Score
9
Feb 26, 2026