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ResearchFormerly WizWand

Image Matching on HPatches (full)

34MMA (Viewpoint)ASLFeat
-1.087528.0217417.13126.24026Nov 20, 2021Jan 23, 2022Mar 29, 2022Jun 2, 2022Aug 6, 2022Oct 10, 2022Dec 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
ASLFeatRank=1, Keypoints=internal2021.11344439
ASL+DEALRank=2, Keypoints=ASLFeat2021.11333534
R2D2Rank=3, Keypoints=internal2021.11263832
DEALRank=4, Keypoints=SIFT2021.11262325
TFeatRank=5, Keypoints=SIFT2021.11262425
SIFTRank=6, Keypoints=internal2021.11242323
LF-NetRank=7, Keypoints=internal2021.11202322
Log-PolarRank=8, Keypoints=SIFT2021.1192919
SCFeat (w/o NMS)Num. Feature=14876.1, Num. Match=3834.02022.120.7580.8820.82
SCFeatNum. Feature=4875.1, Num. Match=2482.22022.120.7340.8460.788
PoSFeatNum. Feature=8192.0, Num. Match=4275.32022.120.7280.8260.775
SuperPoint + CNDescNum. Feature=1453.5, Num. Match=787.92022.120.720.7480.734
ASLFeatNum. Feature=4013.5, Num. Match=2009.82022.120.6870.7950.739
R2D2Num. Feature=4996.0, Num. Match=1850.52022.120.6650.7270.695
SIFT + ContextDescNum. Feature=4066.7, Num. Match=1744.32022.120.6570.6130.636
DISK-WNum. Feature=6759.5, Num. Match=3976.42022.120.6490.8030.723
SIFT + CAPSNum. Feature=4386.7, Num. Match=1450.42022.120.6390.7640.699
HAN + HN++Num. Feature=3860.8, Num. Match=1960.02022.120.6330.6340.633
Hes. Aff. + Root-SIFTNum. Feature=6710.1, Num. Match=2851.72022.120.6210.5440.584
D2-NetNum. Feature=2994.1, Num. Match=1182.62022.120.440.6050.519
DELFNum. Feature=4590.0, Num. Match=1940.32022.120.2620.9030.571