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Models/CANet-L(ResNet101)

CANet-L(ResNet101)

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots4 results

Autonomous VehiclesonCurveLanes
Recall· 2023-04-23
84.36
SOTA
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Autonomous VehiclesonCurveLanes
GFLOPs· 2023-04-23
45.7
best: 328.4 (SCNN)
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Autonomous VehiclesonCULane
F1 score· 2023-04-23
79.86
best: 81.23 (DLNet)
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Autonomous VehiclesonTuSimple
F1 score· 2023-04-23
97.77
best: 97.95 (CLRNetV2 (ResNet34))
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546

Computer Vision4 results

Lane DetectiononCurveLanes
Recall· 2023-04-23
84.36
SOTA
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Lane DetectiononCurveLanes
GFLOPs· 2023-04-23
45.7
best: 328.4 (SCNN)
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Lane DetectiononCULane
F1 score· 2023-04-23
79.86
best: 81.23 (DLNet)
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546
Lane DetectiononTuSimple
F1 score· 2023-04-23
97.77
best: 97.95 (CLRNetV2 (ResNet34))
CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection arXiv:2304.11546