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ResearchFormerly WizWand

Gender Classification on Morph (Cross-dataset)

0.89DoBCLIP + LP
0.52522.98765.457.9124Aug 17, 2022
Updated 8mo ago

Evaluation results

MethodLinks
CLIP + LPBackbone=CLIP, Protocol=Linear Probing2022.080.890.99460.9704
CLIP + MT + NL + EDLBackbone=CLIP, Multi-task learning=true, Method=Normalizing Likelihood, Evidential Deep Learning=true2022.081.10.99260.9633
CLIP + NLBackbone=CLIP, Method=Normalizing Likelihood2022.081.390.99190.9543
MT + NL + EDLMulti-task learning=true, Method=Normalizing Likelihood, Evidential Deep Learning=true2022.086.260.96320.7898
MT + NLMulti-task learning=true, Method=Normalizing Likelihood2022.086.690.96210.7806
Baseline2022.087.670.96260.7489
NL (No LR)Method=Normalizing Likelihood, Learning Rate Ratio=None2022.087.720.96410.7484
NL (LR=2)Method=Normalizing Likelihood, Learning Rate Ratio=22022.088.990.95950.7068
MTMulti-task learning=true2022.0810.010.95020.6997