List your company
ResearchFormerly WizWand

Image Retrieval on ImageNet1K Extending classes setting 1.0

61.61CMC Top-1Ind. Train.
-2.360414.247330.85547.4627Sep 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
Ind. Train.Query/Gallery=ϕnew/ϕnew2025.0961.6135.69
OursQuery/Gallery=B⊥(ϕnew)/B⊥(ϕnew)2025.0961.6135.69
OursCompatibility mode=Mf (Forward-adapted model)2025.0961.236.46
FastFillCompatibility mode=Mf (Forward-adapted model)2025.0960.4935.59
FCTCompatibility mode=Mf (Forward-adapted model)2025.0958.7233.57
OursQuery/Gallery=B⊥(ϕnew)/F(ϕold)2025.0957.4134.53
FCTQuery/Gallery=ϕnew/F(ϕold)2025.0957.2133
FastFillQuery/Gallery=ϕnew/F(ϕold)2025.0957.2133.19
OursQuery/Gallery=F(ϕold)/F(ϕold)2025.0951.4633.75
FastFillQuery/Gallery=F(ϕold)/F(ϕold)2025.0950.6331.48
FCTQuery/Gallery=F(ϕold)/F(ϕold)2025.0950.1330.93
OursQuery/Gallery=F(ϕold)/ϕold2025.0944.5926.7
OursQuery/Gallery=B⊥(ϕnew)/ϕold2025.0943.9425.75
Ind. Train.Query/Gallery=ϕold/ϕold2025.0943.5625.18
Ind. Train.Query/Gallery=ϕnew/ϕold2025.090.10.15
FCTQuery/Gallery=F(ϕold)/ϕold2025.090.10.15
FastFillQuery/Gallery=F(ϕold)/ϕold2025.090.10.15