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ResearchFormerly WizWand

Feature Retrieval on Places365 Extending Classes (val)

39.96CMC-Top1Ours
-1.389.352520.08530.8175Sep 20, 2025
Updated 5mo ago

Evaluation results

MethodLinks
OursQuery/Gallery=F(ϕold) / F(ϕold)2025.0939.9626.19
FastFillQuery/Gallery=F(ϕold) / F(ϕold)2025.0939.7123.98
OursQuery/Gallery=F(ϕold) / ϕold2025.0938.6521.88
OursQuery/Gallery=B_perp(ϕnew) / F(ϕold)2025.0938.521.77
FastFillQuery/Gallery=ϕnew / F(ϕold)2025.0938.4219.94
Ind. Train.Query/Gallery=ϕnew / ϕnew2025.0937.3719.11
OursQuery/Gallery=B_perp(ϕnew) / B_perp(ϕnew)2025.0937.3719.11
FCTQuery/Gallery=ϕnew / F(ϕold)2025.0937.0418.99
FCTQuery/Gallery=F(ϕold) / F(ϕold)2025.0936.4319.02
OursQuery/Gallery=B_perp(ϕnew) / ϕold2025.0935.4717.98
Ind. Train.Query/Gallery=ϕold / ϕold2025.0933.8615.76
Ind. Train.Query/Gallery=ϕnew / ϕold2025.090.210.33
FCTQuery/Gallery=F(ϕold) / ϕold2025.090.210.33
FastFillQuery/Gallery=F(ϕold) / ϕold2025.090.210.33