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9.22k
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
F1 (all)
50.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Up & Down
45.2
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Curve
56.6
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Extreme Weather
49.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Night
49.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Intersection
42.9
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
Merge & Split
45.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
CurveFormer
https://arxiv.org/abs/2209.07989v2
FPS (pytorch)
-
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
F1 (all)
44.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Up & Down
40.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Curve
46.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Extreme Weather
47.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Night
41.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Intersection
32.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
Merge & Split
41.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
3D-LaneNet
https://arxiv.org/abs/1811.10203v3
FPS (pytorch)
-
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
F1 (all)
32.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Up & Down
25.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Curve
33.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Extreme Weather
28.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Night
18.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Intersection
21.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
Merge & Split
31.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane
Gen-LaneNet
https://arxiv.org/abs/2003.10656v1
FPS (pytorch)
-
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoBDA
https://arxiv.org/abs/2412.18951v2
DET_l
51.2
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoBDA
https://arxiv.org/abs/2412.18951v2
OLS
58.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoBDA
https://arxiv.org/abs/2412.18951v2
DET_t
52.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoBDA
https://arxiv.org/abs/2412.18951v2
TOP_ll
39.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoBDA
https://arxiv.org/abs/2412.18951v2
TOP_lt
42.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MFV
null
DET_l
35.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MFV
null
OLS
53.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MFV
null
DET_t
79.9
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MFV
null
TOP_ll
23.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MFV
null
TOP_lt
33.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMaskV2
https://arxiv.org/abs/2409.11325v1
DET_l
34.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMaskV2
https://arxiv.org/abs/2409.11325v1
OLS
49.9
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMaskV2
https://arxiv.org/abs/2409.11325v1
DET_t
53.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMaskV2
https://arxiv.org/abs/2409.11325v1
TOP_ll
25.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMaskV2
https://arxiv.org/abs/2409.11325v1
TOP_lt
36.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
Separated RoadTopoFormer
https://arxiv.org/abs/2307.01557v1
DET_l
26.95
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
Separated RoadTopoFormer
https://arxiv.org/abs/2307.01557v1
OLS
43.6
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
Separated RoadTopoFormer
https://arxiv.org/abs/2307.01557v1
DET_t
61.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
Separated RoadTopoFormer
https://arxiv.org/abs/2307.01557v1
TOP_ll
15.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
Separated RoadTopoFormer
https://arxiv.org/abs/2307.01557v1
TOP_lt
21.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMLP
https://arxiv.org/abs/2310.06753v2
DET_l
28.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMLP
https://arxiv.org/abs/2310.06753v2
OLS
41.2
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMLP
https://arxiv.org/abs/2310.06753v2
DET_t
53.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMLP
https://arxiv.org/abs/2310.06753v2
TOP_ll
7.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMLP
https://arxiv.org/abs/2310.06753v2
TOP_lt
30.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMask
https://arxiv.org/abs/2306.05419v1
DET_l
22.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMask
https://arxiv.org/abs/2306.05419v1
OLS
36.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMask
https://arxiv.org/abs/2306.05419v1
DET_t
58.2
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMask
https://arxiv.org/abs/2306.05419v1
TOP_ll
5.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoMask
https://arxiv.org/abs/2306.05419v1
TOP_lt
15.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoNet
https://arxiv.org/abs/2304.05277v2
DET_l
28.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoNet
https://arxiv.org/abs/2304.05277v2
OLS
35.6
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoNet
https://arxiv.org/abs/2304.05277v2
DET_t
48.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoNet
https://arxiv.org/abs/2304.05277v2
TOP_ll
4.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
TopoNet
https://arxiv.org/abs/2304.05277v2
TOP_lt
20.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
VectorMapNet
https://arxiv.org/abs/2206.08920v6
DET_l
11.1
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
VectorMapNet
https://arxiv.org/abs/2206.08920v6
OLS
20.8
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
VectorMapNet
https://arxiv.org/abs/2206.08920v6
DET_t
41.7
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
VectorMapNet
https://arxiv.org/abs/2206.08920v6
TOP_ll
0.4
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
VectorMapNet
https://arxiv.org/abs/2206.08920v6
TOP_lt
5.9
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MapTR
https://arxiv.org/abs/2208.14437v2
DET_l
8.3
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MapTR
https://arxiv.org/abs/2208.14437v2
OLS
20.0
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MapTR
https://arxiv.org/abs/2208.14437v2
DET_t
43.5
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MapTR
https://arxiv.org/abs/2208.14437v2
TOP_ll
0.2
Autonomous Vehicles > Lane Detection > 3D Lane Detection
OpenLane-V2 val
MapTR
https://arxiv.org/abs/2208.14437v2
TOP_lt
5.9
Autonomous Vehicles > Traffic Sign Recognition
FlickrLogos-32
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
95.80
Autonomous Vehicles > Traffic Sign Recognition
BelgaLogos
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
89.48
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP@0.50
95.5
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP @0.5:0.95
84.4
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN with adaptations for traffic sings (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP@0.50
95.2
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP@0.50
93.0
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP @0.5:0.95
82.3
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Faster R-CNN
http://arxiv.org/abs/1904.00649v1
mAP@0.50
92.4
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Faster R-CNN
http://arxiv.org/abs/1904.00649v1
mAP @0.5:0.95
80.4
Autonomous Vehicles > Traffic Sign Recognition
DFG traffic-sign dataset
Mask R-CNN with adaptations for traffic sings (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP @0.5:0.95
82.0
Autonomous Vehicles > Traffic Sign Recognition
TopLogo-10
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
89.66
Autonomous Vehicles > Traffic Sign Recognition
GTSRB
CNN with 3 Spatial Transformers
https://www.sciencedirect.com/science/article/abs/pii/S0893608018300054
Accuracy
99.71%
Autonomous Vehicles > Traffic Sign Recognition
GTSRB
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
99.68%
Autonomous Vehicles > Traffic Sign Recognition
GTSRB
SeqNet
https://ieeexplore.ieee.org/document/10689469
Accuracy
99.66%
Autonomous Vehicles > Traffic Sign Recognition
GTSRB
MicronNet (fp16)
http://arxiv.org/abs/1804.00497v3
Accuracy
98.9%
Autonomous Vehicles > Traffic Sign Recognition
GTSRB
SEER (RegNet10B)
https://arxiv.org/abs/2202.08360v2
Accuracy
90.71%
Autonomous Vehicles > Traffic Sign Recognition
Bosch Small Traffic Lights
Hierarchical + Background Threshold Model
http://arxiv.org/abs/1806.07987v2
MAP
0.46
Autonomous Vehicles > Traffic Sign Recognition
Bosch Small Traffic Lights
Hierarchical Model
http://arxiv.org/abs/1806.07987v2
MAP
0.45
Autonomous Vehicles > Traffic Sign Recognition
Bosch Small Traffic Lights
Background Threshold Model
http://arxiv.org/abs/1806.07987v2
MAP
0.41
Autonomous Vehicles > Traffic Sign Recognition
Belgian Traffic Sign Classification
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
98.97
Autonomous Vehicles > Traffic Sign Recognition
Swedish traffic-sign dataset (STSD)
Mask R-CNN with adaptations for traffic sings (ResNet50)
http://arxiv.org/abs/1904.00649v1
mAP@0.50
95.2
Autonomous Vehicles > Traffic Sign Recognition
Swedish traffic-sign dataset (STSD)
Faster R-CNN
http://arxiv.org/abs/1904.00649v1
mAP@0.50
94.3
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
TSR-SA(with RFB-C)
https://link.springer.com/article/10.1007/s00521-021-06526-1
MAP
0.902
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
TSR-SA(with RFB-C)
https://link.springer.com/article/10.1007/s00521-021-06526-1
FPS (V100, b=1)
48.8
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
TSR-SA(without RFB-C)
https://link.springer.com/article/10.1007/s00521-021-06526-1
MAP
0.899
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
TSR-SA(without RFB-C)
https://link.springer.com/article/10.1007/s00521-021-06526-1
FPS (V100, b=1)
58.1
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
Background Threshold Model
http://arxiv.org/abs/1806.07987v2
MAP
0.32
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
Hierarchical + Background Threshold Model
http://arxiv.org/abs/1806.07987v2
MAP
0.31
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
Hierarchical Model
http://arxiv.org/abs/1806.07987v2
MAP
0.30
Autonomous Vehicles > Traffic Sign Recognition
Tsinghua-Tencent 100K
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
99.53
Autonomous Vehicles > Traffic Sign Recognition
Chinese Traffic Sign Database
Sill-Net
https://arxiv.org/abs/2102.03539v3
Accuracy
97.19