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ResearchFormerly WizWand

Semantic Correspondence on SPair-71k

49.9PCK@0.1CATs
1.85214.32626.839.274Mar 26, 2020Jun 6, 2020Aug 18, 2020Oct 29, 2020Jan 10, 2021Mar 23, 2021Jun 4, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CATsFeat.-level=Multi, FT. feat.=true, Aggregation=Transformer2021.0649.9
CHMFeat.-level=Single, FT. feat.=false, Aggregation=6D Conv.2021.0646.3
CATs†Feat.-level=Multi, FT. feat.=false, Aggregation=Transformer2021.0642.4
DHPFFeat.-level=Multi, FT. feat.=false, Aggregation=RHM2021.0637.3
GSFFeat.-level=Multi, FT. feat.=false, Aggregation=2D Conv.2021.0636.1
SCOTFeat.-level=Multi, Aggregation=OT-RHM2021.0635.6
ANC-NetBackbone=ResNeXt-1012020.0330.1
ANC-NetBackbone=ResNet-1012020.0328.7
HPFBackbone=ResNet-1012020.0328.2
HPFFeat.-level=Multi, Aggregation=RHM2021.0628.2
ANC-NetBackbone=ResNet-502020.0327.1
DCCNetBackbone=ResNet-1012020.0326.7
NC-NetBackbone=ResNet-1012020.0326.4
SFNetBackbone=ResNet-1012020.0326
WTAFeat.-level=Single, FT. feat.=false, Aggregation=-2021.0625.7
RTNsFeat.-level=Single, FT. feat.=false, Aggregation=-2021.0625.7
A2NetFeat.-level=Single, FT. feat.=false, Aggregation=-2021.0622.3
WeakalignBackbone=ResNet-1012020.0321.1
WeakAlignFeat.-level=Single, FT. feat.=false, Aggregation=-2021.0620.9
CNNGeoFeat.-level=Single, FT. feat.=false, Aggregation=-2021.0620.6
NC-NetFeat.-level=Single, FT. feat.=true, Aggregation=4D Conv.2021.0620.1
UCNBackbone=ResNet-1012020.0317.7
UCNBackbone=GoogLeNet2020.0315.1
Identity mapping2020.033.7