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ResearchFormerly WizWand

Image Matching on DeSurT (833 pairs total)

49MS ScoreDALF
6.3617.4328.539.57Nov 20, 2021Feb 11, 2022May 5, 2022Jul 27, 2022Oct 18, 2022Jan 9, 2023Apr 2, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DALFRGB=true, D&D=true, D-A=true, Number of keypoints=2048, Learned matcher=false2023.044973
DISKRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.044461
SuperPointRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.043968
SuperGlueRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=true2023.043968
Det. + DEALRGB=true, D&D=false, D-A=true, Number of keypoints=2048, Learned matcher=false2023.043364
ASLFeatKeypoint Source=Self-detected (2,048 keypoints)2021.112853
LF-NetKeypoint Source=Self-detected (2,048 keypoints)2021.112877
LF-NetRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.042877
ASLFeatRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.042853
DEAL2021.112763
SIFT + DEALRGB=true, D&D=false, D-A=true, Number of keypoints=2048, Learned matcher=false2023.042763
GeoPatchRGB=false, D&D=false, D-A=true, Number of keypoints=2048, Learned matcher=false2023.042660
Log-PolarTraining Strategy=Re-trained on non-rigid dataset2021.112456
Log-Polar2021.112354
Log-PolarRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.042354
DaLI2021.112148
TFeat2021.112148
TFeatRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.042148
DaLIRGB=false, D&D=false, D-A=true, Number of keypoints=2048, Learned matcher=false2023.042148
TFeatTraining Strategy=Re-trained on non-rigid dataset2021.112046
GeoBitInput Modality=RGB-D2021.112047
GeoBitRGB=false, D&D=false, D-A=true, Number of keypoints=2048, Learned matcher=false2023.042047
ORB2021.111840
ORBRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041840
SOSNet2021.111738
SOSNetRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041738
DAISY2021.111637
FREAK2021.111638
DAISYRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041637
FREAKRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041638
BRANDInput Modality=RGB-D2021.111433
R2D2Keypoint Source=Self-detected (2,048 keypoints)2021.111432
D2-NetKeypoint Source=Self-detected (2,048 keypoints)2021.111447
BRANDRGB=true, D&D=false, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041433
D2-NetRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041447
R2D2RGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.041432
LIFTKeypoint Source=Self-detected (2,048 keypoints)2021.11852
LIFTRGB=true, D&D=true, D-A=false, Number of keypoints=2048, Learned matcher=false2023.04852