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ResearchFormerly WizWand

Open-set Few-shot Attribution on OmniFake Part II

78AccuracyOmniDFA
24.59638.460552.32566.1895Sep 30, 2025
Updated 4mo ago

Evaluation results

MethodLinks
OmniDFAN-way=5-way, K-shot=10-shot2025.097877.19
FSDN-way=5-way, K-shot=10-shot2025.0975.2274.53
ComForN-way=5-way, K-shot=10-shot2025.0960.3559.28
OOC-CLIPN-way=5-way, K-shot=10-shot2025.0958.6857.4
UnivAttrN-way=5-way, K-shot=10-shot2025.0957.9556.53
OmniDFAN-way=15-way, K-shot=10-shot2025.0956.1154.39
FSDN-way=15-way, K-shot=10-shot2025.0953.5552.4
POSEN-way=5-way, K-shot=10-shot2025.0952.1348.97
SiameseNetN-way=5-way, K-shot=10-shot2025.0950.5247.65
DNA-DetN-way=5-way, K-shot=10-shot2025.0948.6346.6
CPLN-way=5-way, K-shot=10-shot2025.0948.4246.63
ComForN-way=15-way, K-shot=10-shot2025.0937.9836.53
OOC-CLIPN-way=15-way, K-shot=10-shot2025.0937.0735.23
UnivAttrN-way=15-way, K-shot=10-shot2025.0935.4533.99
POSEN-way=15-way, K-shot=10-shot2025.0932.4728.85
SiameseNetN-way=15-way, K-shot=10-shot2025.0930.5127.18
CPLN-way=15-way, K-shot=10-shot2025.0928.0926.19
DNA-DetN-way=15-way, K-shot=10-shot2025.0926.6523.84