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Benchmarks
3D Lane Detection on Apollo Balanced Scenes 0.5m threshold (cross-dataset evaluation)
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42.6
F1-Score
GLane3D-Large
16.392
23.196
30
36.804
Mar 31, 2025
F1-Score
AP
X-Error (Near, m)
X-Error (Far, m)
Z-Error (Near, m)
Z-Error (Far, m)
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-Score
AP
X-Error (Near, m)
X-Error (Far, m)
Z-Error (Near, m)
Z-Error (Far, m)
GLane3D-Large
Backbone=Swin-B, Match...
2025.03
42.6
44.4
0.162
0.296
0.063
0.198
GLane3D-Base
Backbone=ResNet-50, Ma...
2025.03
40.7
44.2
0.135
0.297
0.055
0.194
LATR
Backbone=ResNet-50, Ma...
2025.03
19
27.8
0.201
0.313
0.116
0.22
PersFormer
Backbone=EffNet-B7, Ma...
2025.03
17.4
-
0.246
0.381
0.098
0.214
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