Generating Dynamic Kernels via Transformers for Lane Detection

Benchmark Model Rank Results
lane-detection-on-curvelanesCondLSTR (ResNet-101)#1F1 score: 88.47
lane-detection-on-curvelanesCondLSTR (ResNet-34)#2F1 score: 88.23
lane-detection-on-curvelanesCondLSTR (ResNet-18)#3F1 score: 87.99
lane-detection-on-openlaneCondLSTR (ResNet-18)#1F1 score: 60.1
lane-detection-on-openlaneCondLSTR (ResNet-34)#2F1 score: 62.0
lane-detection-on-openlaneCondLSTR (ResNet-101)#3F1 score: 63.4
lane-detection-on-culaneCondLSTR(ResNet-101)#8F1 score: 80.77
lane-detection-on-culaneCondLSTR(ResNet-34)#12F1 score: 80.55
lane-detection-on-culaneCondLSTR(ResNet-18)#14F1 score: 80.36