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ResearchFormerly WizWand

Open-set Few-shot Attribution on OmniFake Part I

69.04AccuracyOmniDFA
25.131236.530647.9359.3294Sep 30, 2025
Updated 4mo ago

Evaluation results

MethodLinks
OmniDFAN-way=5-way, K-shot=10-shot2025.0969.0467.93
FSDN-way=5-way, K-shot=10-shot2025.0967.3266.07
ComForN-way=5-way, K-shot=10-shot2025.0958.8257.86
OOC-CLIPN-way=5-way, K-shot=10-shot2025.0954.6253.01
UnivAttrN-way=5-way, K-shot=10-shot2025.0954.5152.89
DNA-DetN-way=5-way, K-shot=10-shot2025.0949.0647.58
POSEN-way=5-way, K-shot=10-shot2025.0947.2745.82
CPLN-way=5-way, K-shot=10-shot2025.0946.5444.52
SiameseNetN-way=5-way, K-shot=10-shot2025.0945.3243.83
OmniDFAN-way=15-way, K-shot=10-shot2025.0944.2542.09
FSDN-way=15-way, K-shot=10-shot2025.0942.4740.88
ComForN-way=15-way, K-shot=10-shot2025.0937.8236.78
OOC-CLIPN-way=15-way, K-shot=10-shot2025.0936.1433.59
UnivAttrN-way=15-way, K-shot=10-shot2025.0934.4732.77
POSEN-way=15-way, K-shot=10-shot2025.0929.6126.52
DNA-DetN-way=15-way, K-shot=10-shot2025.0928.4126.69
SiameseNetN-way=15-way, K-shot=10-shot2025.0928.324.89
CPLN-way=15-way, K-shot=10-shot2025.0926.8224.34