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ResearchFormerly WizWand

Open-set Few-shot Attribution on OmniFake Part III

78.98AccuracyOmniDFA
27.728841.034454.3467.6456Sep 30, 2025
Updated 4mo ago

Evaluation results

MethodLinks
OmniDFAN-way=5-way, K-shot=10-shot2025.0978.9878.24
FSDN-way=5-way, K-shot=10-shot2025.0977.476.96
OOC-CLIPN-way=5-way, K-shot=10-shot2025.0963.1362.45
UnivAttrN-way=5-way, K-shot=10-shot2025.0961.3860.16
FSDN-way=15-way, K-shot=10-shot2025.0960.8159.93
ComForN-way=5-way, K-shot=10-shot2025.0960.459.32
OmniDFAN-way=15-way, K-shot=10-shot2025.0960.2658.73
CPLN-way=5-way, K-shot=10-shot2025.0955.7353.68
POSEN-way=5-way, K-shot=10-shot2025.0953.250.11
SiameseNetN-way=5-way, K-shot=10-shot2025.0951.0448.95
DNA-DetN-way=5-way, K-shot=10-shot2025.0950.7349.31
OOC-CLIPN-way=15-way, K-shot=10-shot2025.0944.342.96
UnivAttrN-way=15-way, K-shot=10-shot2025.0942.9941.15
ComForN-way=15-way, K-shot=10-shot2025.0940.4538.9
POSEN-way=15-way, K-shot=10-shot2025.0938.5234.68
CPLN-way=15-way, K-shot=10-shot2025.0938.3134.89
SiameseNetN-way=15-way, K-shot=10-shot2025.0936.3432.17
DNA-DetN-way=15-way, K-shot=10-shot2025.0929.728.24