Dense Pixel Correspondence Estimation on HPatches

Metric: Viewpoint III AEPE (higher is better)

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#	Model↕	Viewpoint III AEPE▼	Extra Data	Paper	Date↕	Code
1	SPyNet	54.29	No	Optical Flow Estimation using a Spatial Pyramid ...	2016-11-03	Code
2	FlowNet2	17.09	No	FlowNet 2.0: Evolution of Optical Flow Estimatio...	2016-12-06	Code
3	PWC-Net	15.47	No	PWC-Net: CNNs for Optical Flow Using Pyramid, Wa...	2017-09-07	Code
4	DeepMatching*	12.43	No	DeepMatching: Hierarchical Deformable Dense Matc...	2015-06-25	Code
5	DGC-Net aff+tps+homo	8.98	No	DGC-Net: Dense Geometric Correspondence Network	2018-10-19	Code
6	RANSAC-DMP+	2.41	Yes	Deep Matching Prior: Test-Time Optimization for ...	2021-06-06	Code

#1SPyNetSOTA
54.29
Viewpoint III AEPE· 2016-11-03
Optical Flow Estimation using a Spatial Pyramid Network Code
#2FlowNet2
17.09
Viewpoint III AEPE· 2016-12-06
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Code
#3PWC-Net
15.47
Viewpoint III AEPE· 2017-09-07
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Code
#4DeepMatching*SOTA
12.43
Viewpoint III AEPE· 2015-06-25
DeepMatching: Hierarchical Deformable Dense Matching Code
#5DGC-Net aff+tps+homo
8.98
Viewpoint III AEPE· 2018-10-19
DGC-Net: Dense Geometric Correspondence Network Code
#6RANSAC-DMP+
2.41
Viewpoint III AEPE· Extra Data· 2021-06-06
Deep Matching Prior: Test-Time Optimization for Dense Correspondence Code