Horizon Line Estimation on York Urban Dataset

Metric: AUC (horizon error) (lower is better)

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#	Model↕	AUC (horizon error)▲	Extra Data	Paper	Date↕	Code
1	GoogleNet (Huber Loss, horizon line projection)	86.41	No	Horizon Lines in the Wild	2016-04-07	Code
2	DL-IGP	94.27	No	Deep Learning for Vanishing Point Detection Usin...	2017-07-08	Code
3	CNN+FULL	94.78	No	Detecting Vanishing Points using Global Image Co...	2016-08-19	Code
4	V	95.35	No	-	-	Code

#1GoogleNet (Huber Loss, horizon line projection)SOTA
86.41
AUC (horizon error)· 2016-04-07
Horizon Lines in the Wild Code
#2DL-IGP
94.27
AUC (horizon error)· 2017-07-08
Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection Code
#3CNN+FULL
94.78
AUC (horizon error)· 2016-08-19
Detecting Vanishing Points using Global Image Context in a Non-Manhattan World Code
#4V
95.35
AUC (horizon error)
No paperCode