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ResearchFormerly WizWand

Homography Estimation on HPatches Illumination Change

0.623Accuracy @ 1pxDIFT_adm
0.289160.375830.46250.54917Jun 6, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DIFT_admGeometric Supervision=None, Keypoints=SuperPoint2023.060.6230.90.962
DIFT_sdGeometric Supervision=None, Keypoints=SuperPoint2023.060.6190.9230.981
DISKGeometric Supervision=Strong, Keypoints=DISK2023.060.5850.9120.962
DINOGeometric Supervision=None, Keypoints=SuperPoint2023.060.5770.9080.973
SIFTGeometric Supervision=None, Keypoints=SIFT2023.060.5460.8150.869
R2D2Geometric Supervision=Strong, Keypoints=R2D22023.060.5460.8960.954
CAPSGeometric Supervision=Weak, Keypoints=SuperPoint2023.060.5460.9080.969
LF-NetGeometric Supervision=Strong, Keypoints=LF-Net2023.060.5350.8190.877
ContextDescGeometric Supervision=Strong, Keypoints=ContextDesc2023.060.5310.8620.927
SuperPointGeometric Supervision=Strong, Keypoints=SuperPoint2023.060.5190.9080.981
OpenCLIPGeometric Supervision=None, Keypoints=SuperPoint2023.060.4920.9120.977
D2-NetGeometric Supervision=Strong, Keypoints=D2-Net2023.060.3020.8490.958