Domain Adaptation on MuLane

Metric: Lane Accuracy (LA) (higher is better)

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#	Model↕	Lane Accuracy (LA)▼	Augmentations	Paper	Date↕	Code
1	UFLD-SGADA-ResNet32	91.63	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
2	UFLD-SGPCS-ResNet18	91.57	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
3	UFLD-SGPCS-ResNet32	91.55	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
4	UFLD-SGADA-ResNet18	90.71	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
5	UFLD-ADDA-ResNet32	90.22	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
6	UFLD-ADDA-ResNet18	89.83	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
7	UFLD-DANN-ResNet32	88.76	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code
8	UFLD-DANN-ResNet18	86.01	No	CARLANE: A Lane Detection Benchmark for Unsuperv...	2022-06-16	Code

#1UFLD-SGADA-ResNet32SOTA
91.63
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#2UFLD-SGPCS-ResNet18
91.57
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#3UFLD-SGPCS-ResNet32
91.55
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#4UFLD-SGADA-ResNet18
90.71
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#5UFLD-ADDA-ResNet32
90.22
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#6UFLD-ADDA-ResNet18
89.83
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#7UFLD-DANN-ResNet32
88.76
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code
#8UFLD-DANN-ResNet18
86.01
Lane Accuracy (LA)· 2022-06-16
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Code