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Domain Adaptation On Tulane

Metrics

Lane Accuracy (LA)

Results

Performance results of various models on this benchmark

Model Name	Lane Accuracy (LA)	Paper Title	Repository
UFLD-SGADA-ResNet32	92.04	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-DANN-ResNet18	88.74	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-SGADA-ResNet18	91.70	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-SGPCS-ResNet32	93.29	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-ADDA-ResNet18	90.72	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-SGPCS-ResNet18	91.55	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-ADDA-ResNet32	91.39	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-
UFLD-DANN-ResNet32	91.06	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains	-

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Domain Adaptation On Tulane | SOTA | HyperAI