Domain Adaptation On Mulane

Metrics

Lane Accuracy (LA)

Results

Performance results of various models on this benchmark

		Paper Title	Code
UFLD-SGADA-ResNet32	91.63	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGPCS-ResNet18	91.57	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGPCS-ResNet32	91.55	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGADA-ResNet18	90.71	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-ADDA-ResNet32	90.22	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-ADDA-ResNet18	89.83	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-DANN-ResNet32	88.76	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-DANN-ResNet18	86.01	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains

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Domain Adaptation On Mulane

Metrics

Lane Accuracy (LA)

Results

Performance results of various models on this benchmark

		Paper Title	Code
UFLD-SGADA-ResNet32	91.63	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGPCS-ResNet18	91.57	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGPCS-ResNet32	91.55	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-SGADA-ResNet18	90.71	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-ADDA-ResNet32	90.22	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-ADDA-ResNet18	89.83	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-DANN-ResNet32	88.76	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
UFLD-DANN-ResNet18	86.01	CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains

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Domain Adaptation On Mulane | SOTA | HyperAI超神经