HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
検索
サイトについて
HyperAI超神経

Lane Detection On Culane

評価指標

F1 score

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
F1 score
Paper TitleRepository
SCNN71.6Spatial As Deep: Spatial CNN for Traffic Scene Understanding
O2SFormer(ResNet50)78.0End-to-End Lane detection with One-to-Several Transformer-
CLRerNet-DLA3481.12CLRerNet: Improving Confidence of Lane Detection with LaneIoU
AtrousFormer(ResNet-18)77.63Lane Detection with Versatile AtrousFormer and Local Semantic Guidance-
GANet(ResNet-18)78.79A Keypoint-based Global Association Network for Lane Detection
CANet-S(ResNet18)78.46CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection-
CLRNet(DLA-34)80.47CLRNet: Cross Layer Refinement Network for Lane Detection
CLRmatchNet (Enhancing curved lane, Resnet-101)80.00CLRmatchNet: Enhancing Curved Lane Detection with Deep Matching Process
CLRNet(ResNet-18)79.58CLRNet: Cross Layer Refinement Network for Lane Detection
Eigenlanes (ResNet-50)77.2Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes-
CLRerNet-Res10180.91CLRerNet: Improving Confidence of Lane Detection with LaneIoU
SwiftLane74.03SwiftLane: Towards Fast and Efficient Lane Detection-
LaneATT (ResNet-18)75.13Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection
CurveLane-M73.5CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending
UNet - CLLD70.56Contrastive Learning for Lane Detection via cross-similarity
CLRNet(ResNet-101)80.13CLRNet: Cross Layer Refinement Network for Lane Detection
FENetV180.15FENet: Focusing Enhanced Network for Lane Detection
AtrousFormer(ResNet-34)78.08Lane Detection with Versatile AtrousFormer and Local Semantic Guidance-
CLRKDNet (ResNet-18)79.66CLRKDNet: Speeding up Lane Detection with Knowledge Distillation
ENet-SAD70.8Learning Lightweight Lane Detection CNNs by Self Attention Distillation
0 of 57 row(s) selected.